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S0-R1-C5.5-R6-R8 Deterministic Citation Identity Compiler + Author-Year Disambiguation
#96
by GuXiaopeng - opened
- core/pipeline_agent.py +301 -4
core/pipeline_agent.py
CHANGED
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@@ -1240,12 +1240,16 @@ class SSciPipelineAgent:
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"in_text": in_text,
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"ref": apa_full,
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"id": title.lower().strip()[:50],
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"evidence": (
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f"Title: {title}. Venue: {paper.get('venue', 'Unknown')}. "
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f"Core thesis: {core_thesis}. Abstract: {abstract}"
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),
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}
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rag_context.append(f"{cite_tag} [USER CORE PAPER] Title: {title}. Core Thesis: {core_thesis}. Abstract: {abstract}")
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logging.info(f"✅ [本地解析] 成功提取 {len(papers)} 篇本地文献元数据。")
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return "\n".join(rag_context)
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except Exception as e:
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@@ -1856,6 +1860,293 @@ If the immutable hypothesis contract is non-empty, preserve its H-identifiers an
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)
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return body, tail
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| 1859 |
@staticmethod
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| 1860 |
def _resolved_parenthetical_citations(text):
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"""Return resolved parenthetical author-year citation markers in prose.
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@@ -1907,13 +2198,12 @@ If the immutable hypothesis contract is non-empty, preserve its H-identifiers an
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if len(tags) == 1:
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ledger.add(tags[0])
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continue
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-
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-
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for tag in tags
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-
if str((self.citation_map.get(tag) or {}).get('ref') or '').strip()
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}
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previously_used = [tag for tag in tags if tag in set(self.used_citations or set())]
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| 1916 |
-
if len(
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ledger.add(sorted(tags, key=self._citation_tag_number)[0])
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elif len(previously_used) == 1:
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ledger.add(previously_used[0])
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@@ -2099,6 +2389,7 @@ If the immutable hypothesis contract is non-empty, preserve its H-identifiers an
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"evidence_lanes": [lane],
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}
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jit_rag_texts.append(f"{cite_tag} {res.get('rag_text', '')}")
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logging.info("METHOD_AUTHORITY retrieval complete | accepted=%s", len(jit_rag_texts))
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return "\n".join(jit_rag_texts)
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@@ -2627,6 +2918,7 @@ Return ONLY a valid JSON array of strings."""
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else:
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metric['status'] = 'no_results'
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metric['last_safe_error'] = no_result_code
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logging.info(
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'Reference search completed: unique=%s metrics=%s',
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len(self.citation_map),
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@@ -3251,6 +3543,7 @@ INPUT:
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selected.append({'tag': tag, 'claim': claim, 'evidence': evidence[:900]})
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if len(selected) >= needed:
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break
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logging.info('Contextual citation JIT accepted: section=%s accepted=%s/%s', section_name, len(selected), needed)
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return selected
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| 3256 |
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@@ -9749,6 +10042,10 @@ Decision must be CONFIRMED_BLOCKING or NOT_CONFIRMED. evidence_code must be one
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return violations
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| 9750 |
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def resolve_citations(self, text, quarantine=False):
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if quarantine:
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text = re.sub(r'\s*\(?[A-Z][a-z]+ (?:& [A-Z][a-z]+ |et al\., )\d{4}\)?\s*', '', text)
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text = re.sub(r'\[?CITE-\d+(?:,\s*CITE-\d+)*\]?', '', text, flags=re.IGNORECASE)
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"in_text": in_text,
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| 1241 |
"ref": apa_full,
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"id": title.lower().strip()[:50],
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| 1243 |
+
"title": title,
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| 1244 |
+
"year": str(year),
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"sources": ["user_core"],
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"evidence": (
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f"Title: {title}. Venue: {paper.get('venue', 'Unknown')}. "
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f"Core thesis: {core_thesis}. Abstract: {abstract}"
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| 1249 |
),
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| 1250 |
}
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rag_context.append(f"{cite_tag} [USER CORE PAPER] Title: {title}. Core Thesis: {core_thesis}. Abstract: {abstract}")
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| 1252 |
+
self.compile_citation_identities()
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logging.info(f"✅ [本地解析] 成功提取 {len(papers)} 篇本地文献元数据。")
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return "\n".join(rag_context)
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except Exception as e:
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)
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return body, tail
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| 1862 |
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| 1863 |
+
@staticmethod
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| 1864 |
+
def _citation_alpha_suffix(index):
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| 1865 |
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"""Return a deterministic lowercase alphabetic suffix: 0->a, 25->z, 26->aa."""
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| 1866 |
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value = int(index)
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| 1867 |
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if value < 0:
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| 1868 |
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raise DeepSeekRequestError('Citation disambiguation suffix index must be non-negative.')
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| 1869 |
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chars = []
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| 1870 |
+
while True:
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| 1871 |
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value, remainder = divmod(value, 26)
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chars.append(chr(ord('a') + remainder))
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if value == 0:
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break
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value -= 1
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+
return ''.join(reversed(chars))
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+
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+
@classmethod
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+
def _citation_source_identity(cls, metadata):
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| 1880 |
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"""Return a provider-independent deterministic source identity for citation disambiguation."""
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| 1881 |
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row = dict(metadata or {})
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| 1882 |
+
cluster_id = str(row.get('_citation_source_cluster_id') or '').strip()
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if cluster_id:
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+
return ('cluster', cluster_id)
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doi = cls._normalize_doi(row.get('doi'))
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| 1886 |
+
if doi:
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+
return ('doi', doi)
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| 1888 |
+
title = re.sub(r'[^a-z0-9]+', ' ', str(row.get('title') or '').casefold()).strip()
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| 1889 |
+
year = str(row.get('year') or '').strip().casefold()
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| 1890 |
+
if title:
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| 1891 |
+
return ('title_year', title, year)
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| 1892 |
+
ref = re.sub(r'\s+', ' ', str(row.get('_citation_base_ref') or row.get('ref') or '')).strip().casefold()
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| 1893 |
+
if ref:
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+
return ('ref', ref)
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| 1895 |
+
external_id = str(row.get('external_id') or '').strip().casefold()
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| 1896 |
+
if external_id:
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| 1897 |
+
return ('external', external_id)
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| 1898 |
+
return ('unknown', repr(sorted((str(k), str(v)) for k, v in row.items() if k != 'evidence')))
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| 1899 |
+
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| 1900 |
+
@staticmethod
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| 1901 |
+
def _citation_marker_with_year_suffix(marker, suffix):
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| 1902 |
+
value = str(marker or '').strip()
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| 1903 |
+
suffix = str(suffix or '').strip().lower()
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| 1904 |
+
if not value or not suffix:
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| 1905 |
+
return value
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| 1906 |
+
# SmartPaper's reader-facing citation grammar is author-year. Only the
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| 1907 |
+
# terminal publication year is changed; author text remains byte-stable.
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| 1908 |
+
updated, count = re.subn(
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+
r'\b((?:19|20)\d{2})(?:[a-z]+)?\b(?=[^()]*\)$)',
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| 1910 |
+
lambda m: f"{m.group(1)}{suffix}",
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| 1911 |
+
value,
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+
count=1,
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| 1913 |
+
flags=re.I,
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| 1914 |
+
)
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| 1915 |
+
if count != 1:
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| 1916 |
+
raise DeepSeekRequestError(
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| 1917 |
+
f'Citation identity compiler could not suffix author-year marker: {value}'
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| 1918 |
+
)
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| 1919 |
+
return updated
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| 1920 |
+
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| 1921 |
+
@staticmethod
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| 1922 |
+
def _citation_reference_with_year_suffix(reference, year, suffix):
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| 1923 |
+
value = str(reference or '').strip()
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| 1924 |
+
year = str(year or '').strip()
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| 1925 |
+
suffix = str(suffix or '').strip().lower()
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| 1926 |
+
if not value or not suffix:
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| 1927 |
+
return value
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| 1928 |
+
if re.fullmatch(r'(?:19|20)\d{2}', year):
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| 1929 |
+
pattern = re.compile(rf'\({re.escape(year)}(?:[a-z]+)?\)')
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| 1930 |
+
else:
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| 1931 |
+
# Fallback to the first conventional four-digit reference year.
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| 1932 |
+
pattern = re.compile(r'\(((?:19|20)\d{2})(?:[a-z]+)?\)')
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| 1933 |
+
match = pattern.search(value)
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| 1934 |
+
if not match:
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| 1935 |
+
raise DeepSeekRequestError(
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| 1936 |
+
f'Citation identity compiler could not suffix reference year: {value[:180]}'
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| 1937 |
+
)
|
| 1938 |
+
base_year = year if re.fullmatch(r'(?:19|20)\d{2}', year) else match.group(1)
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| 1939 |
+
return value[:match.start()] + f'({base_year}{suffix})' + value[match.end():]
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| 1940 |
+
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| 1941 |
+
def compile_citation_identities(self):
|
| 1942 |
+
"""Make every reader-facing author-year marker map to exactly one source.
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| 1943 |
+
|
| 1944 |
+
R6-R8 authority rule:
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| 1945 |
+
- exact duplicate source identities may share one marker;
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| 1946 |
+
- distinct sources that collapse to the same author-year marker receive
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| 1947 |
+
deterministic year suffixes (a/b/c/...) before citation resolution;
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| 1948 |
+
- already-resolved/used markers are immutable. A late JIT source that
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| 1949 |
+
collides with one receives the next free suffix instead of renaming
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| 1950 |
+
prose that has already been sealed.
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| 1951 |
+
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| 1952 |
+
This compiler is deterministic and model-free. ZH/RU/KK inherit the
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| 1953 |
+
frozen English marker as a protected citation anchor.
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| 1954 |
+
"""
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| 1955 |
+
with self.lock:
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| 1956 |
+
citation_map = self.citation_map or {}
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| 1957 |
+
if not citation_map:
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| 1958 |
+
return {}
|
| 1959 |
+
|
| 1960 |
+
# Preserve unsuffixed authority once so repeated compilation and
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| 1961 |
+
# checkpoint resume never accumulate suffixes.
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| 1962 |
+
for metadata in citation_map.values():
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| 1963 |
+
if not isinstance(metadata, dict):
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| 1964 |
+
continue
|
| 1965 |
+
metadata.setdefault('_citation_base_in_text', str(metadata.get('in_text') or '').strip())
|
| 1966 |
+
metadata.setdefault('_citation_base_ref', str(metadata.get('ref') or '').strip())
|
| 1967 |
+
|
| 1968 |
+
used = set(self.used_citations or set())
|
| 1969 |
+
|
| 1970 |
+
# Collapse provider/user-core aliases before author-year collision
|
| 1971 |
+
# handling. Two records are the same source when any authoritative
|
| 1972 |
+
# DOI/external/title-year key overlaps. This mirrors retrieval merge
|
| 1973 |
+
# semantics and prevents duplicate bibliographic records from being
|
| 1974 |
+
# misclassified as same-author/same-year distinct works.
|
| 1975 |
+
tags_in_order = sorted(citation_map, key=self._citation_tag_number)
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| 1976 |
+
parent = {tag: tag for tag in tags_in_order}
|
| 1977 |
+
|
| 1978 |
+
def find(tag):
|
| 1979 |
+
while parent[tag] != tag:
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| 1980 |
+
parent[tag] = parent[parent[tag]]
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| 1981 |
+
tag = parent[tag]
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| 1982 |
+
return tag
|
| 1983 |
+
|
| 1984 |
+
def union(left, right):
|
| 1985 |
+
a, b = find(left), find(right)
|
| 1986 |
+
if a != b:
|
| 1987 |
+
parent[b] = a if self._citation_tag_number(a) <= self._citation_tag_number(b) else b
|
| 1988 |
+
if parent[b] == b:
|
| 1989 |
+
parent[a] = b
|
| 1990 |
+
|
| 1991 |
+
source_keys = {}
|
| 1992 |
+
for tag in tags_in_order:
|
| 1993 |
+
metadata = citation_map.get(tag) or {}
|
| 1994 |
+
keys = set(self._reference_keys(metadata))
|
| 1995 |
+
if not keys:
|
| 1996 |
+
ref_key = re.sub(
|
| 1997 |
+
r'\s+', ' ', str(metadata.get('_citation_base_ref') or metadata.get('ref') or '')
|
| 1998 |
+
).strip().casefold()
|
| 1999 |
+
if ref_key:
|
| 2000 |
+
keys.add(('ref', ref_key))
|
| 2001 |
+
source_keys[tag] = keys
|
| 2002 |
+
for index, left in enumerate(tags_in_order):
|
| 2003 |
+
if not source_keys[left]:
|
| 2004 |
+
continue
|
| 2005 |
+
for right in tags_in_order[index + 1:]:
|
| 2006 |
+
if source_keys[left] & source_keys[right]:
|
| 2007 |
+
union(left, right)
|
| 2008 |
+
|
| 2009 |
+
components = {}
|
| 2010 |
+
for tag in tags_in_order:
|
| 2011 |
+
components.setdefault(find(tag), []).append(tag)
|
| 2012 |
+
for component_tags in components.values():
|
| 2013 |
+
all_keys = sorted({key for tag in component_tags for key in source_keys.get(tag, set())}, key=repr)
|
| 2014 |
+
if all_keys:
|
| 2015 |
+
preferred = sorted(
|
| 2016 |
+
all_keys,
|
| 2017 |
+
key=lambda key: (
|
| 2018 |
+
{'doi': 0, 'title_year': 1, 'external': 2, 'ref': 3}.get(str(key[0]), 9),
|
| 2019 |
+
repr(key),
|
| 2020 |
+
),
|
| 2021 |
+
)[0]
|
| 2022 |
+
cluster_id = hashlib.sha256(repr(preferred).encode('utf-8')).hexdigest()[:20]
|
| 2023 |
+
else:
|
| 2024 |
+
cluster_id = hashlib.sha256('|'.join(component_tags).encode('utf-8')).hexdigest()[:20]
|
| 2025 |
+
for tag in component_tags:
|
| 2026 |
+
(citation_map.get(tag) or {})['_citation_source_cluster_id'] = cluster_id
|
| 2027 |
+
|
| 2028 |
+
if len(component_tags) <= 1:
|
| 2029 |
+
continue
|
| 2030 |
+
used_aliases = [tag for tag in component_tags if tag in used]
|
| 2031 |
+
authority_tag = min(used_aliases or component_tags, key=self._citation_tag_number)
|
| 2032 |
+
authority = citation_map.get(authority_tag) or {}
|
| 2033 |
+
authority_marker = str(authority.get('in_text') or '').strip()
|
| 2034 |
+
authority_ref = str(authority.get('ref') or '').strip()
|
| 2035 |
+
authority_base_marker = str(authority.get('_citation_base_in_text') or authority_marker).strip()
|
| 2036 |
+
authority_base_ref = str(authority.get('_citation_base_ref') or authority_ref).strip()
|
| 2037 |
+
# If multiple aliases have already been rendered with different
|
| 2038 |
+
# reader-facing identities, there is no tag-level information in
|
| 2039 |
+
# sealed prose to repair safely. Preserve them for the final
|
| 2040 |
+
# fail-closed legacy gate rather than guessing.
|
| 2041 |
+
used_markers = {
|
| 2042 |
+
str((citation_map.get(tag) or {}).get('in_text') or '').strip()
|
| 2043 |
+
for tag in used_aliases
|
| 2044 |
+
}
|
| 2045 |
+
if len(used_markers) > 1:
|
| 2046 |
+
continue
|
| 2047 |
+
for tag in component_tags:
|
| 2048 |
+
if tag in used_aliases:
|
| 2049 |
+
continue
|
| 2050 |
+
metadata = citation_map.get(tag) or {}
|
| 2051 |
+
metadata['in_text'] = authority_marker
|
| 2052 |
+
metadata['ref'] = authority_ref
|
| 2053 |
+
metadata['_citation_base_in_text'] = authority_base_marker
|
| 2054 |
+
metadata['_citation_base_ref'] = authority_base_ref
|
| 2055 |
+
metadata['citation_source_alias_of'] = authority_tag
|
| 2056 |
+
|
| 2057 |
+
groups = {}
|
| 2058 |
+
for tag, metadata in citation_map.items():
|
| 2059 |
+
if not isinstance(metadata, dict):
|
| 2060 |
+
continue
|
| 2061 |
+
base_marker = str(metadata.get('_citation_base_in_text') or metadata.get('in_text') or '').strip()
|
| 2062 |
+
base_ref = str(metadata.get('_citation_base_ref') or metadata.get('ref') or '').strip()
|
| 2063 |
+
if not base_marker or not base_ref:
|
| 2064 |
+
continue
|
| 2065 |
+
groups.setdefault(base_marker, []).append(str(tag))
|
| 2066 |
+
|
| 2067 |
+
changed = {}
|
| 2068 |
+
for base_marker, tags in groups.items():
|
| 2069 |
+
# Cluster duplicate provider records by canonical source identity.
|
| 2070 |
+
clusters = {}
|
| 2071 |
+
for tag in tags:
|
| 2072 |
+
metadata = citation_map.get(tag) or {}
|
| 2073 |
+
identity = self._citation_source_identity(metadata)
|
| 2074 |
+
clusters.setdefault(identity, []).append(tag)
|
| 2075 |
+
if len(clusters) <= 1:
|
| 2076 |
+
continue
|
| 2077 |
+
|
| 2078 |
+
ordered = sorted(
|
| 2079 |
+
clusters.items(),
|
| 2080 |
+
key=lambda item: (
|
| 2081 |
+
re.sub(r'\s+', ' ', str((citation_map.get(item[1][0]) or {}).get('title') or '')).casefold(),
|
| 2082 |
+
repr(item[0]),
|
| 2083 |
+
min(self._citation_tag_number(tag) for tag in item[1]),
|
| 2084 |
+
),
|
| 2085 |
+
)
|
| 2086 |
+
used_clusters = {
|
| 2087 |
+
identity for identity, cluster_tags in ordered if any(tag in used for tag in cluster_tags)
|
| 2088 |
+
}
|
| 2089 |
+
|
| 2090 |
+
reserved_markers = {
|
| 2091 |
+
str((citation_map.get(tag) or {}).get('in_text') or '').strip()
|
| 2092 |
+
for tag in used
|
| 2093 |
+
if tag in tags and str((citation_map.get(tag) or {}).get('in_text') or '').strip()
|
| 2094 |
+
}
|
| 2095 |
+
next_suffix_index = 0
|
| 2096 |
+
for identity, cluster_tags in ordered:
|
| 2097 |
+
cluster_is_used = identity in used_clusters
|
| 2098 |
+
if cluster_is_used:
|
| 2099 |
+
# Never rename a marker that may already exist in sealed prose.
|
| 2100 |
+
markers = {
|
| 2101 |
+
str((citation_map.get(tag) or {}).get('in_text') or '').strip()
|
| 2102 |
+
for tag in cluster_tags if tag in used
|
| 2103 |
+
}
|
| 2104 |
+
if len(markers) > 1:
|
| 2105 |
+
raise DeepSeekRequestError(
|
| 2106 |
+
f'Citation identity compiler found one used source with inconsistent markers: {sorted(markers)}'
|
| 2107 |
+
)
|
| 2108 |
+
reserved_markers.update(markers)
|
| 2109 |
+
continue
|
| 2110 |
+
|
| 2111 |
+
# Before any citation is used, assign conventional a/b/c to
|
| 2112 |
+
# the complete collision set. After prose has been sealed,
|
| 2113 |
+
# only new/unresolved sources receive a suffix, preserving
|
| 2114 |
+
# previously rendered text byte-for-byte.
|
| 2115 |
+
while True:
|
| 2116 |
+
suffix = self._citation_alpha_suffix(next_suffix_index)
|
| 2117 |
+
next_suffix_index += 1
|
| 2118 |
+
candidate_marker = self._citation_marker_with_year_suffix(base_marker, suffix)
|
| 2119 |
+
if candidate_marker not in reserved_markers:
|
| 2120 |
+
break
|
| 2121 |
+
reserved_markers.add(candidate_marker)
|
| 2122 |
+
for tag in cluster_tags:
|
| 2123 |
+
metadata = citation_map.get(tag) or {}
|
| 2124 |
+
base_ref = str(metadata.get('_citation_base_ref') or metadata.get('ref') or '').strip()
|
| 2125 |
+
year = str(metadata.get('year') or '').strip()
|
| 2126 |
+
candidate_ref = self._citation_reference_with_year_suffix(base_ref, year, suffix)
|
| 2127 |
+
old_marker = str(metadata.get('in_text') or '').strip()
|
| 2128 |
+
old_ref = str(metadata.get('ref') or '').strip()
|
| 2129 |
+
metadata['in_text'] = candidate_marker
|
| 2130 |
+
metadata['ref'] = candidate_ref
|
| 2131 |
+
metadata['citation_disambiguation_suffix'] = suffix
|
| 2132 |
+
metadata['citation_identity_compiler_version'] = 'R6-R8-v1'
|
| 2133 |
+
if candidate_marker != old_marker or candidate_ref != old_ref:
|
| 2134 |
+
changed[tag] = {'from': old_marker, 'to': candidate_marker, 'suffix': suffix}
|
| 2135 |
+
|
| 2136 |
+
# If no member of the collision group has been used yet, all
|
| 2137 |
+
# clusters must be suffixed. The loop above does that because
|
| 2138 |
+
# used_clusters is empty. If one or more clusters are already
|
| 2139 |
+
# used, unchanged used markers remain authoritative while new
|
| 2140 |
+
# markers are made unique against them.
|
| 2141 |
+
|
| 2142 |
+
if changed:
|
| 2143 |
+
logging.info(
|
| 2144 |
+
'Citation identity compiler disambiguated markers: count=%s changes=%s',
|
| 2145 |
+
len(changed),
|
| 2146 |
+
{tag: row['to'] for tag, row in sorted(changed.items(), key=lambda item: self._citation_tag_number(item[0]))},
|
| 2147 |
+
)
|
| 2148 |
+
return changed
|
| 2149 |
+
|
| 2150 |
@staticmethod
|
| 2151 |
def _resolved_parenthetical_citations(text):
|
| 2152 |
"""Return resolved parenthetical author-year citation markers in prose.
|
|
|
|
| 2198 |
if len(tags) == 1:
|
| 2199 |
ledger.add(tags[0])
|
| 2200 |
continue
|
| 2201 |
+
distinct_sources = {
|
| 2202 |
+
self._citation_source_identity(self.citation_map.get(tag) or {})
|
| 2203 |
for tag in tags
|
|
|
|
| 2204 |
}
|
| 2205 |
previously_used = [tag for tag in tags if tag in set(self.used_citations or set())]
|
| 2206 |
+
if len(distinct_sources) == 1:
|
| 2207 |
ledger.add(sorted(tags, key=self._citation_tag_number)[0])
|
| 2208 |
elif len(previously_used) == 1:
|
| 2209 |
ledger.add(previously_used[0])
|
|
|
|
| 2389 |
"evidence_lanes": [lane],
|
| 2390 |
}
|
| 2391 |
jit_rag_texts.append(f"{cite_tag} {res.get('rag_text', '')}")
|
| 2392 |
+
self.compile_citation_identities()
|
| 2393 |
logging.info("METHOD_AUTHORITY retrieval complete | accepted=%s", len(jit_rag_texts))
|
| 2394 |
return "\n".join(jit_rag_texts)
|
| 2395 |
|
|
|
|
| 2918 |
else:
|
| 2919 |
metric['status'] = 'no_results'
|
| 2920 |
metric['last_safe_error'] = no_result_code
|
| 2921 |
+
self.compile_citation_identities()
|
| 2922 |
logging.info(
|
| 2923 |
'Reference search completed: unique=%s metrics=%s',
|
| 2924 |
len(self.citation_map),
|
|
|
|
| 3543 |
selected.append({'tag': tag, 'claim': claim, 'evidence': evidence[:900]})
|
| 3544 |
if len(selected) >= needed:
|
| 3545 |
break
|
| 3546 |
+
self.compile_citation_identities()
|
| 3547 |
logging.info('Contextual citation JIT accepted: section=%s accepted=%s/%s', section_name, len(selected), needed)
|
| 3548 |
return selected
|
| 3549 |
|
|
|
|
| 10042 |
return violations
|
| 10043 |
|
| 10044 |
def resolve_citations(self, text, quarantine=False):
|
| 10045 |
+
# R6-R8 invariant: author-year identity is compiled immediately before
|
| 10046 |
+
# any raw [CITE-XX] tag becomes reader-facing prose. This prevents a
|
| 10047 |
+
# late final-ledger collision even if a new source was admitted by JIT.
|
| 10048 |
+
self.compile_citation_identities()
|
| 10049 |
if quarantine:
|
| 10050 |
text = re.sub(r'\s*\(?[A-Z][a-z]+ (?:& [A-Z][a-z]+ |et al\., )\d{4}\)?\s*', '', text)
|
| 10051 |
text = re.sub(r'\[?CITE-\d+(?:,\s*CITE-\d+)*\]?', '', text, flags=re.IGNORECASE)
|