alexcsaky commited on
Commit
05c1b9e
·
verified ·
1 Parent(s): 7082c65

Dataset card for v1.1

Browse files
Files changed (1) hide show
  1. README.md +16 -11
README.md CHANGED
@@ -12,13 +12,13 @@ tags:
12
  - reliability
13
  configs:
14
  - config_name: subjects
15
- data_files: v1/subjects.csv
16
  - config_name: scores
17
- data_files: v1/scores.csv
18
  - config_name: claims
19
- data_files: v1/claims.csv.gz
20
  - config_name: changes
21
- data_files: v1/changes.csv
22
  ---
23
 
24
  # Reliability dataset
@@ -26,8 +26,10 @@ configs:
26
  Reliability scores for public figures and organisations, with every claim, verdict and evidence link behind them,
27
  built by the Reliability API (https://epistacklabs.com). A subject's public statements are sampled, the checkable
28
  claims are checked against the public record, and each claim carries a verdict linked to its quote and its
29
- evidence. The score is the share of resolved claims that held up, per kind of claim and overall, with an 80%
30
- interval and a confidence level.
 
 
31
 
32
  Verdicts are made automatically and are not individually reviewed by a person. Two model judges from different
33
  model families judge each claim; `judges_disagree` marks where they differed. Two judges agreeing is consistency,
@@ -35,7 +37,7 @@ not accuracy. The method, its measured results and its caveats: https://epistack
35
 
36
  ## Releases
37
 
38
- Each release is a folder (`v1/`, ...) with:
39
 
40
  - `subjects.csv`: one row per subject, with the latest report and how to reply (`respond_url`).
41
  - `scores.csv`: one row per subject and claim type (and overall): score, interval, resolved count, confidence.
@@ -47,7 +49,7 @@ Each release is a folder (`v1/`, ...) with:
47
  - `datapackage.json` (the columns) and `README.md` (what the release is, its method version, measured results,
48
  caveats, scope and licence).
49
 
50
- `CHANGELOG.md` lists the releases. The latest is `v1` (28 October 2026): 31 public figures.
51
 
52
  ## Look a subject up
53
 
@@ -55,14 +57,17 @@ No key needed:
55
 
56
  curl "https://epistacklabs.com/v1/lookup?name=Jensen%20Huang"
57
 
 
 
58
  ## Scope and right of reply
59
 
60
  Public figures and organisations only, from their public professional output; nothing about private life; no
61
- inferred motives; party-political claims tagged and left out of scores; political candidates and officials in
62
- post out of scope; neutral wording throughout. A subject can reply to any claim with a correction or
 
63
  counter-evidence through the `respond_url` on their row.
64
 
65
  ## Licence
66
 
67
  CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Quotes are short, attributed and linked to their
68
- source; no page text is included. Cite as: Reliability dataset v1, epistacklabs.com, 2026.
 
12
  - reliability
13
  configs:
14
  - config_name: subjects
15
+ data_files: v1.1/subjects.csv
16
  - config_name: scores
17
+ data_files: v1.1/scores.csv
18
  - config_name: claims
19
+ data_files: v1.1/claims.csv.gz
20
  - config_name: changes
21
+ data_files: v1.1/changes.csv
22
  ---
23
 
24
  # Reliability dataset
 
26
  Reliability scores for public figures and organisations, with every claim, verdict and evidence link behind them,
27
  built by the Reliability API (https://epistacklabs.com). A subject's public statements are sampled, the checkable
28
  claims are checked against the public record, and each claim carries a verdict linked to its quote and its
29
+ evidence. The score is the share of resolved claims that held up, for each kind of claim (factual claims,
30
+ predictions, promises, company guidance), with an 80% interval and a confidence level. Predictions are scored on
31
+ their own. The overall row mixes kinds of claim in different proportions for different subjects; compare subjects
32
+ within one kind of claim, and only at medium or high confidence.
33
 
34
  Verdicts are made automatically and are not individually reviewed by a person. Two model judges from different
35
  model families judge each claim; `judges_disagree` marks where they differed. Two judges agreeing is consistency,
 
37
 
38
  ## Releases
39
 
40
+ Each release is a folder (`v1/`, `v1.1/`, ...) with:
41
 
42
  - `subjects.csv`: one row per subject, with the latest report and how to reply (`respond_url`).
43
  - `scores.csv`: one row per subject and claim type (and overall): score, interval, resolved count, confidence.
 
49
  - `datapackage.json` (the columns) and `README.md` (what the release is, its method version, measured results,
50
  caveats, scope and licence).
51
 
52
+ `CHANGELOG.md` lists the releases and what changed between them. The latest is `v1.1`.
53
 
54
  ## Look a subject up
55
 
 
57
 
58
  curl "https://epistacklabs.com/v1/lookup?name=Jensen%20Huang"
59
 
60
+ Or read every claim in a browser at https://epistacklabs.com/explore.
61
+
62
  ## Scope and right of reply
63
 
64
  Public figures and organisations only, from their public professional output; nothing about private life; no
65
+ inferred motives; neutral wording throughout. Politicians and officials are covered like anyone else, and
66
+ party-political claims are tagged `political` and scored like any other claim (from release v1.1; v1 left some
67
+ out of scores, as its README says). A subject can reply to any claim with a correction or
68
  counter-evidence through the `respond_url` on their row.
69
 
70
  ## Licence
71
 
72
  CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Quotes are short, attributed and linked to their
73
+ source; no page text is included. Cite as: Reliability dataset v1.1, epistacklabs.com, 2026.