Data Use - Displacement
Collection
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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type
struct<text: string, start: int64, end: int64, confidence: double, verdict: string>
to
{'text': Value('string'), 'start': Value('int64'), 'end': Value('int64')}
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2312, in cast_table_to_schema
cast_array_to_feature(
~~~~~~~~~~~~~~~~~~~~~^
table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
feature,
^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
~~~~^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2118, in cast_array_to_feature
casted_array_values = _c(array.values, feature.feature)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
return func(array, *args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2068, in cast_array_to_feature
_c(array.field(name) if name in array_fields else null_array, subfeature)
~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
return func(array, *args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2158, in cast_array_to_feature
raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
TypeError: Couldn't cast array of type
struct<text: string, start: int64, end: int64, confidence: double, verdict: string>
to
{'text': Value('string'), 'start': Value('int64'), 'end': Value('int64')}
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
input_text string | datasets list | page_index int64 | page_number int64 |
|---|---|---|---|
# **NEW ISSUES IN REFUGEE RESEARCH**
**Research Paper No. 127**
# **Land conflicts and their impact on refugee women’s** **livelihoods in southwestern Uganda**
**Kalyango Ronald Sebba**
Department of Women and Gender Studies
Makerere University
Uganda
E-mail kalyango@infocom.co.ug
July 2006
**Policy Development... | [] | 0 | 1 |
**Policy Development and Evaluation Service**
**United Nations High Commissioner for Refugees**
**CP 2500, 1211 Geneva 2**
**Switzerland**
**E-mail: hqep00@unhcr.org**
**Web Site: www.unhcr.org**
These papers provide a means for UNHCR staff, consultants, interns and associates, as well
as external researchers, to pub... | [] | 1 | 2 |
**Introduction**
This paper presents the preliminary findings of a study on land conflicts between
refugees and host communities in southwestern Uganda and their impact on refugee
women’s livelihoods. Uganda has a long history of hosting refugees that dates back to
the 1940s, when it hosted Polish refugees; Rwandese ... | [] | 2 | 3 |
**Research focus and aims**
Gender inequalities persist in refugee situations and limit the extent to which women
and girls can attain sustainable livelihoods. According to the World Bank (2003),
gender inequalities tend to lower productivity and intensify unequal distribution of
resources. They also contribute to no... | [] | 3 | 4 |
Today, the settlement is home to over 15,000 refugees of different nationalities (see
table 1) and administered by a camp commandant under the government ministry of
Disaster Preparedness and Refugees. UNHCR through its implementing partner the
Uganda Red Cross provides humanitarian assistance to the refugees. Unlike t... | [] | 4 | 5 |
agreement of 1900; Freehold tenure, a system created under the Crown Land
Ordinance of 1903; the native freeholds, where the community control over land was
woven into a number of land rights (Nuwagaba et al, 2002).
The degree of enjoyment of the land resource has become a point of contention
between host populations... | [] | 5 | 6 |
especially to Rwanda and leave vacant land in the settlements. On the other hand,
refugees from Rwanda are coming to Uganda because there is land for settlement
(Bagenda et al, 2002). In response, government is in the process of resurveying the
land and cancelling all land titles acquired on refugee land.
To further ... | [] | 6 | 7 |
_Women’s livelihood strategies_
According to DFID (2001), a livelihood comprises the capabilities and assets (both
material and social resources) and activities required for a means of living. A
livelihood is said to be sustainable when it can recover from shocks, stresses and
trends and maintain and enhance its capa... | [] | 7 | 8 |
perpetrators [9] . Since women often lack money to pay such fees, they at times fail to
report cases.
Refuge women’s vulnerability is also partly due to men who migrate out of the
settlements to seek for work opportunities in urban centres leaving their wives behind
to maintain a presence in the settlement. As observ... | [] | 8 | 9 |
Early marriages arise out of the communities’ view that women’s place in society is in
the home (Obbo, 1990:210). Early marriages however have a negative impact on
girls’ access to education and building up their human capital. Human capital
represents the skills, knowledge, ability, labour and good health that togethe... | [] | 9 | 10 |
supposed to work. Hence, humanitarian agencies cannot sign a contract with them,
give them terms of reference and pay them a salary [11] .
Another livelihood strategy is that of engaging in Functional Adult Literacy (FAL)
programs. The majority of the refugees who attend these classes seek to learn English
in order t... | [] | 10 | 11 |
REFERENCES
Bagenda E, Naggaga A and Smith E (2003), Land problems in Nakivale refugee
settlement and implications for refugee protection in Uganda, Refugee Law Project
working paper No. 8, Makerere University, Kampala Uganda.
Crisp Jeff (2002) ‘No solution in sight: the problem of protracted refugee situations in
A... | [
{
"mention_name": {
"text": "Sustainable livelihoods guidance sheets",
"start": 441,
"end": 480
}
}
] | 12 | 13 |
Mugerwa Kisamba W (1992) ‘Rangeland tenure and resource management: an
overview of pastoralism in Uganda’, Makerere Institute of Social Research and the
Land Tenure Centre, Kampala Uganda pp 1-35
Mulumba Deborah (2002) ‘Refugee economy and livelihood in East Africa, upbl.
Study report, Centre for Refugee Studies Moi ... | [] | 13 | 14 |
**HAUT COMMISSARIAT DES NATIONS UNIES POUR LES REFUGIES**
**UNITE CHARGEE DE L’EVALUATION ET DE L’ANALYSE DE LA**
**POLITIQUE GENERALE**
# Modes de subsistance des réfugiés en milieu urbain _Etude en cas Bogota,_ _Colombie_
Eric Levron, consultant
Courriel: elevron@hotmail.com
EPAU/2006/03-4
février 2006 | [] | 0 | 1 |
**Unité chargée de l’évaluation et de l'analyse de la politique générale**
L'Unité chargée de l'évaluation et de l'analyse de la politique générale du HCR est
chargée de l'examen et de l'évaluation systématiques des politiques, programmes,
projets et pratiques du HCR. Cette unité encourage également une recherche
rigo... | [] | 1 | 2 |
## Partie 1: Présentation de l’étude
**Méthodologie**
1. Les recherches effectuées pour cette étude ont été réalisées entre 2002 et 2003. Les
données concernent donc cette période et ne sont pas actualisées. Il est important de signaler
que le phénomène du déplacement en Colombie est largement sous-évalué et ce pour... | [
{
"mention_name": {
"text": "rastros invisibles del desplazamiento en Bogotá",
"start": 3043,
"end": 3090
}
}
] | 2 | 3 |
des motifs politiques [2] . Mais on estime qu’il est difficile de déterminer parmi les 25 000
homicides annuels de droit commun. Les enlèvements sont également nombreux parmi la
population civile, que l’on dresse habituellement en moyenne à 3 000 par an.
7. Une fois ces personnes parties, les terres sont accaparées p... | [] | 3 | 4 |
## Partie 2: Les résultats de l’étude
**Le phénomène du déplacement à Bogota**
9. Au-delà des définitions légales, le statut de déplacé interne est particulièrement
difficile à déterminer. En effet :
- Les questions juridiques ont une grande place et que de nombreuses lois régissent
la question des déplacés et ... | [] | 4 | 5 |
violence, sachant qu’au milieu du chaos que traverse le pays, il sera certainement
difficile aux institutions de prouver le contraire. C’est donc une variable à étudier
avec une attention toute particulière [5] .
- D’autre part, les déplacements provoqués par les fumigations de cultures illicites
dans le cadre du ... | [] | 5 | 6 |
internes, il faut ajouter les réfugiés. Plus d’un million et demi de Colombiens vivent hors du
territoire national. Cela représente en tout 5% de la population. Sur les quinze dernières
années, plus de 500.000 personnes se sont installées à Bogotá, en situation de déplacés par la
violence. Dans cette métropole de plus ... | [] | 6 | 7 |
par l’arrivée annoncée de la guérilla ou ayant fui sous la répression de l’armée parce qu’ils
avaient auparavant cédé à l’injonction brutale des narcotrafiquants de faire, sur leurs
champs, des cultures de coca ; etc. [13] . On distingue généralement les déplacés de la façon
suivante :
- les populations indigènes
... | [] | 7 | 8 |
**Fig. 2 : Carte de la population déplacée à Bogota**
9 | [] | 8 | 9 |
**Les stratégies de survie et d’adaptation**
21. L’arrivée diffuse des familles déplacées fait que les processus d’insertion en milieu
urbain sont individuels et multiples. Les familles cherchent des contacts auprès de parents
proches ou de compatriotes. Ces derniers se sont établis dans la ville comme migrants
écono... | [] | 9 | 10 |
27. L’origine rurale de ces déplacés crée de nombreux traumatismes supplémentaires lors
de l’arrivée dans la ville et ajoute aux problèmes d’intégration des déplacés aux populations
urbaines. L’univers dense et minéral des villes, où il est impossible de pratiquer des activités
agricoles, pose des problèmes d’adaptatio... | [] | 10 | 11 |
- Les enfants quant à eux sont à la fois victime du manque d’équipements scolaires et
de la nécessité d’appuyer leurs familles dans la recherche de moyens pour
survivre. Près de 60% des jeunes de moins de 18 ans ne vont pas à l’école et tentent
d’aider d’une façon ou d’une autre leurs parents et de participer à l’améli... | [] | 11 | 12 |
**Les relations avec les autorités locales et nationales**
_Les difficultés rencontrées par les déplacés internes face aux politiques nationales et au cadre juridique_
36. Le déplacement prive les personnes de leurs droits fondamentaux, et la loi fixe comme
objectif à l’Etat de rétablir les droits de ces citoyens. ... | [] | 12 | 13 |
situation de déplacé. Cette phase est cependant la plus faiblement soutenue par le
RSS. Les politiques et les investissements à ce niveau sont extrêmement réduits.
- Par exclusion du Registre unique de la population déplacée ou suite à la demande
de l’intéressé.
43. La structure politique du pouvoir a évolué en ... | [
{
"mention_name": {
"text": "RSS",
"start": 83,
"end": 86
}
}
] | 13 | 14 |
**L’implication du HCR et des autres acteurs dans le renforcement des stratégies de**
**subsistance des populations déplacées.**
46. Seul 39% des foyers à Bogota affirme avoir reçu des aides [18] . Par ordre décroissant
d’importance, ces aides sont :
- L’aide alimentaire, qui correspond en général à la phase d’a... | [] | 14 | 15 |
# participation in the programme
### **CF ‘Right to Protection’** **2021**
1 | [] | 0 | 1 |
## CONTENTS
#### CONTENTS ................................................................................................................ 2 INTRODUCTION ......................................................................................................... 3 I. KEY FINDINGS ............................................ | [] | 1 | 2 |
## INTRODUCTION
#### This report is mainly based on the results of the survey about intentions, challenges and obstacles encountered during participation in the compensation programme for damaged/destroyed housing objects launched within CMU resolution №767. In addition, a significant deal of information was gathered d... | [
{
"mention_name": {
"text": "survey conducted by UNHCR",
"start": 741,
"end": 766
}
}
] | 2 | 3 |
## I. KEY FINDINGS
### A. PROFILING OF THE HOUSING SITUATION
Overall, our respondents were surveyed on 826 cases, including 325 on destroyed and
501 on damaged housing objects. Some respondents had two housing objects damaged
and/or destroyed, thus we decided to focus primarily on the number of cases since experien... | [] | 3 | 4 |
It is worth noticing that some of the housing was damaged several times. To be more
precise, 145 were damaged twice, 46 – three times, 29 – more than that. One housing object
even suffered 10 times.
#### Housing object was damaged...
700
600
500
400
300
200
145
606
100
46
17 12
0
1 time 2 tim... | [] | 4 | 5 |
Some potential applicants, who happened to move out of the settlement after the
damage of their house, became not eligible for obtaining financial assistance on damaged
housing. In our survey, people lost the grounds for receiving assistance in 22% of cases (34 of
those 155 cases when the housing remained damaged as... | [] | 5 | 6 |
### B. PARTICIPANTS
#### **'**
### INTENTIONS AND PERCEIVED LIMITATIONS
### IN THE PARTICIPATION IN THE PROGRAMME
In general, in 546 cases (66.1%) respondents considered participating in the existing
mechanism of monetary compensation/assistance; in 243 (29.4%) – did not, whilst, for 37
cases (4.5 percen... | [] | 6 | 7 |
of damaged estate (16 or 8.7% vs 1 or 1.7%), also approximately 11% had already been
rehabilitated properties.
#### Reasons for not intending to participate
Unwillingness to abandon ownership
Too much efforts and lack of certainty of the
positive outcome
Disbelief in the objectivity of assessment
Lack of own... | [] | 7 | 8 |
## II. CHALLENGES AND OBSTACLES FOR PARTICIPATION IN THE PROGRAMME
As mentioned above those people who compose the target audience of the
programme often decided not to participate due to the lack of necessary documents
confirming their ownership status. In particular, some potential applicants did not apply to
the... | [] | 8 | 9 |
Some applicants, whose housing objects are located in settlements near to the contact
line, could not get their properties accessed by the commission due to security reasons. In
particular, despite being requested, commissions did not visit some endangered parts of such
settlements as Pivdenne, Marinka, Krasnohorivk... | [] | 9 | 10 |
## CONCLUSION
It has been revealed that a lot of potential applicants were not informed about the
compensation programme or had little knowledge about it. There was no massive information
campaign that tried to reach the target audience. As a result, people could not seize the
opportunity to resolve their housing i... | [] | 10 | 11 |
## **NEW ISSUES IN REFUGEE RESEARCH**
**Research Paper No. 205**
# **Ordered disorder:** **African asylum seekers in Israel** **and discursive challenges to** **an emerging refugee regime**
**Yonathan Paz**
E-mail: yonathan.paz@alumni.lse.ac.uk March 2011
**Policy Development and Evaluation Service** | [] | 0 | 1 |
**Policy Development and Evaluation Service**
**United Nations High Commissioner for Refugees**
**P.O. Box 2500, 1211 Geneva 2**
**Switzerland**
**E-mail: hqpd00@unhcr.org**
**Web Site: www.unhcr.org**
These papers provide a means for UNHCR staff, consultants, interns and associates, as well as external researcher... | [] | 1 | 2 |
''Let nothing be called natural in an age of bloody confusion, ordered disorder, planned caprice, and dehumanized humanity, lest all things be held unalterable!'' Bertolt Brecht, dramatist, poet and a refugee.
_The Exception and the Rule_, 1937
**Introduction**
This paper analyses Israel‘s response to a recent influ... | [] | 2 | 3 |
The paper consists of two parts. The first provides a historical overview that aims to situate the influx within a regional geo-political context. The second suggests a threefold evaluative typology of discourses; security, ethnonationalism and the gravity of the holocaust – societal pillars which critically influence ... | [
{
"mention_name": {
"text": "UNHCR Statistical Yearbooks",
"start": 1394,
"end": 1421
}
}
] | 3 | 4 |
women [3] (Lutski 2005; Levenkron and Dahan 2003; Goldschmidt 2006), the asylum seekers have become yet another valuable commodity in the border‘s thriving political economy. [4] The journey is arduous and there are frequent reports of violence and starvation en route. Since 2007, 250 cases have been reported of women ... | [] | 4 | 5 |
the east of Israel, Jordan hosts nearly 500,000 refugees, and to the South, Egypt (from which the majority of asylum seekers cross to Israel) hosts a population of more than 100,000 (UNHCR 2009; USCRI 2009). It is also known that Egypt has a vast population of unregistered foreign nationals who are not accounted for in... | [
{
"mention_name": {
"text": "refugee statistics",
"start": 321,
"end": 339
}
}
] | 5 | 6 |
after the Refugee Convention was established, that Israel formulated an internal directive which outlined procedures for the treatment of refugees and asylum seekers.
This procedure maintained the pre-existing hybrid nature of the RSD process; both the state and UNHCR were involved (Ben-Dor and Adut 2003; Kemp and Krit... | [] | 6 | 7 |
A senior Ministry of Interior (MOI) official demonstrated the logic of non-policy when he was asked about employment issues in a session of the ̳Special Parliamentary Committee on the Problem of Foreign Workers‘ (SCPFW, 2010): ―In principle the law is there, on the other hand there is a decision not to enforce [it]‖.
R... | [] | 7 | 8 |
refugees. This provision attempted to legally secure and isolate the Tel-Aviv metropolitan area, Israel‘s economic heart from being ̳hijacked‘ by the asylum seekers‘ low-cost labour.
This policy created economic-political pressures on smaller more desolate towns and prevented refugees from accessing UNHCR offices and ... | [] | 8 | 9 |
have developed as Israel‘s ideological ̳containment threshold‘ for the presence of asylum seekers has been crossed.
In reality, the three discourses are closely intertwined as key pillars of Israeli identity and society. Yet analytically distinguishing between them highlights how each creates particular problems for t... | [] | 9 | 10 |
infiltrators‖ ( _mistaneniavoda_ ) in an effort to associate refugees with a threat to the employment prospects of Israelis.
As one academic interviewee observed, the ongoing primacy of this term demonstrates ―the success of agents within the [governmental] institutions to inject this discourse and create a sort of pa... | [] | 10 | 11 |
regarding their families, property, crops and houses. These returns were perceived by the Israeli side as an act of infiltration that did not only involve trespassing but also constituted a threat to the new state.
As the post-war tensions increased, the infiltration changed its purpose, and developed into a national ... | [] | 11 | 12 |
2009), not only demographically but ―...one or a combination of biological dilution ...cultural downgrading, security danger, subversion and political instability‖ (Smooha 2002, 478 cited in Afeef 2009, 3).
While these tensions were arguably contained for decades, from the 1990s onwards three patterns of migration to ... | [] | 12 | 13 |
his municipality. Another example of a religious-ethnonational discourse was the call of local rabbis in South Tel-Aviv‘s deprived neighbourhoods (in which many asylum seekers and migrant labourers reside) not to rent flats to the ―dangerous infiltrators‖ (Harkov 2010).
One academic interviewee has argued that the sta... | [] | 13 | 14 |
the shared ̳intimacy‘ of the genocide experience between Israelis and Sudanese from Darfur.
The centrality of this issue was highlighted in 2006-7 which saw a significant increase in the numbers of asylum seekers. Analogies to the holocaust as the Israeli/Jewish ̳moral barometer‘ were commonly drawn by politicians (Kn... | [] | 14 | 15 |
Yet while the ―story of the Darfurians ... enabled doing things for the rest‖, this interviewee also identified the ―constricting‖ results of focusing on such a ―particularistic experience‖ to generate empathy and support for refugees: ―Israelis find it difficult to identify with something they are not familiar with, b... | [] | 15 | 16 |
Drawing on such overlaps, Israel has constructed its own ―national order of things‖ (Malkki, 1995): an ordered disorder which serves the evolutionary pattern through which it responds to asylum seekers. This ordered disorder progresses through ostensibly contradictory and confused policies, but a vivid exclusionary pri... | [] | 16 | 17 |
**REFERENCES**
AFEEF, K.F. ( 2009) A Promised Land for Refugees? Asylum and Migration in Israel. _New Issues in_ _Refugee Research_ Working Paper No. 183 Geneva: UNHCR.
AGAMBEN, G. (1995) We Refugees. _Symposium_ 49, no. 2: 114-119.
——— (1998) _Homo Sacer: Sovereign Power and Bare Life_ . Stanford: Stanford Universi... | [] | 17 | 18 |
GAVISON, R. (1999) Jewish and Democratic? a Rejoinder to the "Ethnic Democracy" Debate. _Israel_ _Studies_ 4, no. 1: 44-72.
———. 2010. _The Law of Return at Sixty Years: History, Ideology, Justification_ . The Metzilah Center for Zionist, Jewish, Liberal and Humanist Tought.
http://www.metzilah.org.il/webfiles/fck/Fil... | [] | 18 | 19 |
KEMP, A. (2010) Reforming Policies on Foreign Workers in Israel. OECD Social, Employment and Migration Working Papers No.103.
http://www.oecd.org/officialdocuments/displaydocumentpdf?cote=DELSA/ELSA/WD/SEM%2 82010%293&doclanguage=en. (Accessed 20.08.2010) KEMP, A. and KRITZMAN, T. (2008) Between State and Civil Society... | [] | 19 | 20 |
MUALEM, M. (2007) Israel to Grant Citizenship to Hundreds of Darfur Refugees. _Haaretz_, May 9.
http://www.haaretz.com/news/israel-to-grant-citizenship-to-hundreds-of-darfur-refugees1.228881. (Accessed 20.08.2010) NASSAR, H. 2008. _Irregular Migration in Egypt_ . CARIM - Euro-Mediterranean Consortium for Applied Resea... | [] | 20 | 21 |
STW (2010) Subcommittee on Trafficking in Women.
http://www.knesset.gov.il/spokesman/heb/Result.asp?HodID=8454. (Hebrew) (Accessed 20.08.2010) TAL, O. (2007) Infiltrators and Asylum Seekers from Sudan in Israel. The Knesset Research and Information Center. http://www.knesset.gov.il/mmm/data/pdf/m01790.pdf. (Hebrew) (A... | [
{
"mention_name": {
"text": "World Refugee Survey 2009",
"start": 1284,
"end": 1309
}
}
] | 21 | 22 |
YACOBI, H. (2009) _African Refugees‘ Influx in Israel from a Socio-Political Perspective_ . CARIM Research Reports. San Domenico di Fiesole: European University Institute.
http://cadmus.eui.eu/dspace/bitstream/1814/10790/1/CARIM_RR_2009_04.pdf. (Accessed 20.08.2010) YIFTACHEL, O. (2000) "Ethnocracy" and Its Discontents... | [] | 22 | 23 |
**FOR OFFICIAL USE ONLY**
Report No: PAD00194 INTERNATIONAL BANK FOR RECONSTRUCTION AND DEVELOPMENT AND INTERNATIONAL DEVELOPMENT ASSOCIATION PROJECT APPRAISAL DOCUMENT | [] | 0 | 1 |
CURRENCY EQUIVALENTS (Exchange Rate Effective December 31, 2023) Currency Unit = [KENYA SHILLING ] (KES) KES 157.00 = US$1 EURO 0.90= US$1 SDR 0.75 US$1 FISCAL YEAR July 1 - June 30 Regional Vice President: Victoria Kwakwa Regional Director: Daniel Dulitzky Country Director: Keith E. Hansen Practice Manager: Francisca ... | [] | 1 | 2 |
ABBREVIATIONS AND ACRONYMS AM Accountability Mechanism ANC Antenatal Care AWPB Annual Work Plan and Budget AWP Annual Work Plan BREHS Building Resilient and Responsive Health Systems CBK Central Bank of Kenya CHERP COVID-19 Health Emergency Response Project CHU Community Health Unit CO2e Carbon dioxide equivalent COVID... | [] | 2 | 3 |
IPF Investment Project Financing KEMSA Kenya Medical Supplies Authority KISEDP Kalobeyei Integrated Socio-Economic Development Plan 2 KHIS Kenya Health Information System KHSSP Kenya Health Sector Strategic Plan KISEDP Kalobeyei Integrated Socio-Economic Development Plan LMP Labor Management Plan M&E Monitoring and Eva... | [
{
"mention_name": {
"text": "KHIS Kenya Health Information System",
"start": 134,
"end": 170,
"confidence": 0.1647028178,
"verdict": "unknown"
}
}
] | 3 | 4 |
UHC Universal Health Coverage UN United Nations UNHCR United Nations High Commissioner for Refugees VGPF Vulnerable Groups Planning Framework WBG World Bank Group WHO World Health Organization WHR Window for Host Communities and Refugees | [] | 4 | 5 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698) TABLE OF CONTENTS
**DATASHEET .......................................................................................................................... 1**
**I.** **STRATEGIC CONTEXT ........................................................... | [] | 5 | 6 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698) @#&OPS~Doctype~OPS^dynamics@padbasicinformation#doctemplate
**DATASHEET**
**BASIC INFORMATION**
Project Operation Name Beneficiary(ies) Kenya Building Resilient and Responsive Health Systems Environmental and Social Risk Operation ID Financ... | [] | 6 | 7 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698)
**Components**
**Component Name** **Cost (US$)**
Strengthening institutional capacity for health service delivery towards 55,000,000.00 achieving UHC Improving utilization of quality health services at primary care level 150,000,000.00 Pro... | [
{
"mention_name": {
"text": "PROJECT FINANCING DATA",
"start": 568,
"end": 590,
"confidence": 0.2187649608,
"verdict": "unknown"
}
}
] | 7 | 8 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698) Global Financing Facility 15.00
**IDA Resources (US$, Millions)**
Window for Host Communities and Refugees (WHR) National Performance-Based Allocations (PBA)
**Guarantee**
**Credit Amount** **Grant Amount** **SML Amount** **Total Amount**
... | [] | 8 | 9 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698)
**SYSTEMATIC OPERATIONS RISK- RATING TOOL (SORT)**
**Risk Category** **Rating**
1. Political and Governance Moderate
2. Macroeconomic Substantial 3. Sector Strategies and Policies Moderate 4. Technical Design of Project or Program ... | [
{
"mention_name": {
"text": "SYSTEMATIC OPERATIONS RISK- RATING TOOL",
"start": 81,
"end": 120,
"confidence": 0.1646737307,
"verdict": "unknown"
}
}
] | 9 | 10 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698) ESS 4: Community Health and Safety Relevant ESS 5: Land Acquisition, Restrictions on Land Use and Involuntary Resettlement Not Currently Relevant ESS 6: Biodiversity Conservation and Sustainable Management of Living Natural Relevant Resources... | [] | 10 | 11 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698) Project and the achievement of the objective as well as any corrective action deemed necessary by the Association to remedy any shortcoming noted in the carrying out of the Project in furtherance of the objective of the Project.
@#&OPS~Docty... | [] | 11 | 12 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698) key staff holding such qualifications and under terms of reference acceptable to the Association, such staff to include a project manager, Project components coordinators, assistant coordinators, a monitoring and evaluation specialist, at lea... | [] | 12 | 13 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698) Effectiveness Article IV. 4.01 This Agreement shall not become effective until evidence satisfactory to the Bank has been furnished to the Bank that the Financing Agreement has been executed and delivered and all conditions precedent to its e... | [] | 13 | 14 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698)
**I.** **STRATEGIC CONTEXT**
**A. Country Context**
1. **The Kenya economy has continued to recover from the impacts of the COVID-19 pandemic, but the growth has**
**slowed down in the last year.** Real gross domestic product (GDP) increas... | [
{
"mention_name": {
"text": "UNHCR Statistics package",
"start": 3823,
"end": 3847,
"confidence": 0.4564836323,
"verdict": "unknown"
}
},
{
"mention_name": {
"text": "World Bank data",
"start": 3551,
"end": 3566,
"confidence": 0.3995700479,
... | 14 | 15 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698) 4. **The health status of Kenyans has improved in the last five years, but significant geographic and socioeconomic**
**inequities remain, affecting women and children.** The life expectancy of Kenyans has improved from 63 years in 2013 to
67... | [
{
"mention_name": {
"text": "Kenya Demographic Health Survey",
"start": 4256,
"end": 4287,
"confidence": 0.9124364853,
"verdict": "unknown"
}
}
] | 15 | 16 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698) and facilitating effective governance of health facilities to deliver comprehensive networked primary care. [15,16,17,18] Stockouts of essential medicines persist and access to essential diagnostics remains low with only 17.0 percent of facil... | [
{
"mention_name": {
"text": "Kenya Harmonized Health Facility Assessment",
"start": 4430,
"end": 4473,
"confidence": 0.2248115838,
"verdict": "unknown"
}
}
] | 16 | 17 |
**The World Bank**
Building Resilient and Responsive Health Systems (P179698) 9. **The project is consistent with Kenya’s Nationally Determined Contribution (NDC, updated 2020)** **[20]** **[21]** **, the**
**National Climate Change Framework Policy (NCCF, 2016) and National Climate Change Response Strategy (NCCRS,**
*... | [
{
"mention_name": {
"text": "Kenya Refugee Protection Assessment Update No. 5",
"start": 3713,
"end": 3761,
"confidence": 0.5684576035,
"verdict": "unknown"
}
}
] | 17 | 18 |
End of preview.
JDC/UNHCR FCV Data-Use Corpus (91 documents)
Annotated document corpus behind the FCV data-extraction paper
(jdc_unhcr_fcv_data_extraction_paper.tex): 91 documents spanning four
collections — UNHCR/ReliefWeb field reports (43), SEIS & humanitarian
briefs (25), World Bank Policy Research Working Papers (14), and World
Bank Project Appraisal Documents / PADs (9).
Structure
data/corpus.jsonl— one row per document (viewer-enabled):doc_id,source_batch,source_type(pdf/web/synthetic),source_pdf,extraction_file,validated_file,n_extraction_rows,n_validated_rowspdfs/*.pdf— 88 source PDFs (named bydoc_id)annotations/extraction/*.json— per-chunk GLiNER candidate extractions (91 docs)annotations/validated/*.json— LLM-as-judge validated annotations (87 docs)
Three rows have no source PDF: synthetic_positives_v14 (synthetic by
design) and two web-scraped pages (1d57af81…, f02f4071…).
Usage
from datasets import load_dataset
ds = load_dataset("rafmacalaba/jdc-unhcr-fcv-corpus", split="train") # 91 rows
import json
row = ds[0]
extraction = json.load(open(row["extraction_file"])) # needs hf file download / local clone
PDFs and annotation files are stored as repo files; clone or use
huggingface_hub.snapshot_download("rafmacalaba/jdc-unhcr-fcv-corpus")
for full local access.
Provenance
Assembled from finetuning/cached_extractions/{new_beginnings,seis_samples,esmap}
(80 + 8 + 3 = 91). Train/holdout PAD allocations and corpus stats are in
Table 2 (tab:pad_splits) of the paper. Per-chunk .progress.jsonl
checkpoints were excluded; only final validated files are included.
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