Triple

T13835047
Position Surface form Disambiguated ID Type / Status
Subject ENSAE Paris E332503 entity
Predicate operatedBy P86 FINISHED
Object INSEE
INSEE is France’s national statistics and economic studies institute, responsible for producing official demographic and economic data and analyses.
E1063997 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: INSEE | Statement: [ENSAE Paris, operatedBy, INSEE]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: INSEE
Context triple: [ENSAE Paris, operatedBy, INSEE]
  • A. INSEE code system
    The INSEE code system is France’s official numerical identification scheme used to uniquely code geographic areas, administrative divisions, and various statistical entities for national data and census purposes.
  • B. Commissariat général du Plan
    The Commissariat général du Plan was a French governmental body created after World War II to design and oversee national economic planning and modernization strategies.
  • C. IDHEC
    IDHEC (Institut des hautes études cinématographiques) was a prestigious French film school in Paris that trained many notable filmmakers and industry professionals.
  • D. French National Institute for Demographic Studies (INED)
    The French National Institute for Demographic Studies (INED) is a leading public research organization in France specializing in the scientific study and analysis of population and demographic trends.
  • E. Paris Institute of Statistics (ISUP)
    The Paris Institute of Statistics (ISUP) is a prestigious French grande école and university institute specializing in advanced training and research in statistics and data analysis.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: INSEE
Triple: [ENSAE Paris, operatedBy, INSEE]
Generated description
INSEE is France’s national statistics and economic studies institute, responsible for producing official demographic and economic data and analyses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: INSEE
Target entity description: INSEE is France’s national statistics and economic studies institute, responsible for producing official demographic and economic data and analyses.
  • A. French National Institute of Statistics and Economic Studies chosen
    The French National Institute of Statistics and Economic Studies (INSEE) is France’s official national statistics bureau, responsible for producing and analyzing economic and demographic data to inform public policy and research.
  • B. INSEE code system
    The INSEE code system is France’s official numerical identification scheme used to uniquely code geographic areas, administrative divisions, and various statistical entities for national data and census purposes.
  • C. Commissariat général du Plan
    The Commissariat général du Plan was a French governmental body created after World War II to design and oversee national economic planning and modernization strategies.
  • D. IDHEC
    IDHEC (Institut des hautes études cinématographiques) was a prestigious French film school in Paris that trained many notable filmmakers and industry professionals.
  • E. French National Institute for Demographic Studies (INED)
    The French National Institute for Demographic Studies (INED) is a leading public research organization in France specializing in the scientific study and analysis of population and demographic trends.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de029b352081909605baaedc336213 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8f234888190bd9d5d403b236105 completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7bd0cc860819083f887b4049e2359 completed May 3, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69f7bd86c56c819093491c7f1ff61e74 completed May 3, 2026, 9:26 p.m.
Created at: April 9, 2026, 10:13 p.m.