Triple

T8246674
Position Surface form Disambiguated ID Type / Status
Subject Committee on Political and Social Problems E192865 entity
Predicate hasMember P10 FINISHED
Object Norman Hilberry
Norman Hilberry was an American physicist and administrator best known for his leadership roles in the Manhattan Project and later as director of Argonne National Laboratory.
 E729231 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: Norman Hilberry | Statement: [Committee on Political and Social Problems, hasMember, Norman Hilberry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Norman Hilberry
Context triple: [Committee on Political and Social Problems, hasMember, Norman Hilberry]
  • A. Norman Holbrook
    Norman Holbrook was a British Royal Navy officer and World War I submarine commander who received the Victoria Cross for his daring attack on an Ottoman battleship in the Dardanelles.
  • B. Norman Phillips
    Norman Phillips was an American meteorologist and pioneer in numerical weather prediction whose work helped lay the foundations for modern climate and atmospheric modeling.
  • C. Norman Nichols
    Norman Nichols is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Nichols.
  • D. Norman Bluhm
    Norman Bluhm was an American abstract expressionist painter known for his dynamic, gestural canvases that bridged action painting and lyrical abstraction.
  • E. Norman Burton
    Norman Burton was an American character actor best known for his supporting roles in films and television, including a notable appearance in the James Bond franchise.
  • 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: Norman Hilberry
Triple: [Committee on Political and Social Problems, hasMember, Norman Hilberry]
Generated description
Norman Hilberry was an American physicist and administrator best known for his leadership roles in the Manhattan Project and later as director of Argonne National Laboratory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Norman Hilberry
Target entity description: Norman Hilberry was an American physicist and administrator best known for his leadership roles in the Manhattan Project and later as director of Argonne National Laboratory.
  • A. Norman Holbrook
    Norman Holbrook was a British Royal Navy officer and World War I submarine commander who received the Victoria Cross for his daring attack on an Ottoman battleship in the Dardanelles.
  • B. Norman Phillips
    Norman Phillips was an American meteorologist and pioneer in numerical weather prediction whose work helped lay the foundations for modern climate and atmospheric modeling.
  • C. Norman Nichols
    Norman Nichols is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Nichols.
  • D. Norman Bluhm
    Norman Bluhm was an American abstract expressionist painter known for his dynamic, gestural canvases that bridged action painting and lyrical abstraction.
  • E. Norman Burton
    Norman Burton was an American character actor best known for his supporting roles in films and television, including a notable appearance in the James Bond franchise.
  • 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb787414508190a08cf47d1545ce50 completed March 31, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde74c4e6c8190a426139f71689a3e completed April 2, 2026, 3:49 a.m.
NEDg Description generation batch_69cdeb1fa7308190810b1fcc2184374a completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec3081d88190ad0699f9072d3fc7 completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 5:48 p.m.