Triple

T7706482
Position Surface form Disambiguated ID Type / Status
Subject Southern New Hampshire University E174631 entity
Predicate foundedBy P104 FINISHED
Object Harry A. B. Shapiro
Harry A. B. Shapiro was an American educator and academic administrator best known for establishing Southern New Hampshire University.
E692983 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: Harry A. B. Shapiro | Statement: [Southern New Hampshire University, foundedBy, Harry A. B. Shapiro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harry A. B. Shapiro
Context triple: [Southern New Hampshire University, foundedBy, Harry A. B. Shapiro]
  • A. Harold T. Shapiro
    Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
  • B. Robert J. Shapera
    Robert J. Shapera is the birth name of Robert Evans, the influential American film producer and former Paramount Pictures studio head known for championing classics like "The Godfather" and "Chinatown."
  • C. Abraham D. Shapiro
    Abraham D. Shapiro was a government official involved as a named defendant in the landmark U.S. Supreme Court welfare benefits case Shapiro v. Thompson.
  • D. Milton Shulman
    Milton Shulman was a Canadian-born British theatre, film, and television critic best known for his long tenure at the London Evening Standard and his influential writings on popular culture.
  • E. Irving Shapiro
    Irving Shapiro was an influential American corporate executive and lawyer best known for leading DuPont and helping to shape modern U.S. business policy and corporate governance.
  • 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: Harry A. B. Shapiro
Triple: [Southern New Hampshire University, foundedBy, Harry A. B. Shapiro]
Generated description
Harry A. B. Shapiro was an American educator and academic administrator best known for establishing Southern New Hampshire University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harry A. B. Shapiro
Target entity description: Harry A. B. Shapiro was an American educator and academic administrator best known for establishing Southern New Hampshire University.
  • A. Harold T. Shapiro
    Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
  • B. Robert J. Shapera
    Robert J. Shapera is the birth name of Robert Evans, the influential American film producer and former Paramount Pictures studio head known for championing classics like "The Godfather" and "Chinatown."
  • C. Abraham D. Shapiro
    Abraham D. Shapiro was a government official involved as a named defendant in the landmark U.S. Supreme Court welfare benefits case Shapiro v. Thompson.
  • D. Milton Shulman
    Milton Shulman was a Canadian-born British theatre, film, and television critic best known for his long tenure at the London Evening Standard and his influential writings on popular culture.
  • E. Irving Shapiro
    Irving Shapiro was an influential American corporate executive and lawyer best known for leading DuPont and helping to shape modern U.S. business policy and corporate governance.
  • 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_69c6995b3e8c8190833108f883d5f53c completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702a93f288190a53bbe6620417528 completed March 27, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf5674c408190bdea241134fba474 completed March 30, 2026, 10:12 p.m.
NEDg Description generation batch_69caf783b00481909aa22eb912b18247 completed March 30, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_69caf9f86d808190880f7bb2fc8d4fe3 completed March 30, 2026, 10:32 p.m.
Created at: March 27, 2026, 4:03 p.m.