Triple

T3489948
Position Surface form Disambiguated ID Type / Status
Subject Henry Hall E73701 entity
Predicate notableFamily P1481 FINISHED
Object Louis-Dreyfus family
The Louis-Dreyfus family is a prominent French business dynasty best known for its global commodities trading conglomerate and for members such as actress Julia Louis-Dreyfus.
E362968 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: Louis-Dreyfus family | Statement: [Henry Hall, notableFamily, Louis-Dreyfus family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis-Dreyfus family
Context triple: [Henry Hall, notableFamily, Louis-Dreyfus family]
  • A. Leventhal family
    The Leventhal family is a prominent philanthropic family known for significant contributions to education, urbanism, and civic institutions.
  • B. Lerner family
    The Lerner family is a prominent Washington, D.C.–based real estate and business family best known for owning Major League Baseball’s Washington Nationals.
  • C. Tisch family
    The Tisch family is a prominent American business dynasty best known for its leadership of the Loews Corporation and major philanthropic contributions to education, the arts, and public service.
  • D. Rappaport family
    The Rappaport family is a prominent philanthropic family known for major contributions to public policy, civic life, and institutions in the Greater Boston area.
  • E. Belfer family
    The Belfer family is a prominent philanthropic family known for major donations to educational, medical, and research institutions.
  • 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: Louis-Dreyfus family
Triple: [Henry Hall, notableFamily, Louis-Dreyfus family]
Generated description
The Louis-Dreyfus family is a prominent French business dynasty best known for its global commodities trading conglomerate and for members such as actress Julia Louis-Dreyfus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis-Dreyfus family
Target entity description: The Louis-Dreyfus family is a prominent French business dynasty best known for its global commodities trading conglomerate and for members such as actress Julia Louis-Dreyfus.
  • A. Leventhal family
    The Leventhal family is a prominent philanthropic family known for significant contributions to education, urbanism, and civic institutions.
  • B. Lerner family
    The Lerner family is a prominent Washington, D.C.–based real estate and business family best known for owning Major League Baseball’s Washington Nationals.
  • C. Tisch family
    The Tisch family is a prominent American business dynasty best known for its leadership of the Loews Corporation and major philanthropic contributions to education, the arts, and public service.
  • D. Rappaport family
    The Rappaport family is a prominent philanthropic family known for major contributions to public policy, civic life, and institutions in the Greater Boston area.
  • E. Belfer family
    The Belfer family is a prominent philanthropic family known for major donations to educational, medical, and research institutions.
  • F. None of above. chosen

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_69ad85cca8d4819088494e9f3340fab5 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbb94190c8190a81eb41042e51a00 completed March 8, 2026, 6:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373bb0e00819087899a394f50295d completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b374bb36548190acd369ccef084907 completed March 13, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b3755597d8819081375fab35b75369 completed March 13, 2026, 2:24 a.m.
Created at: March 8, 2026, 3:18 p.m.