Triple

T4420246
Position Surface form Disambiguated ID Type / Status
Subject James M. Buchanan E95079 entity
Predicate doctoralAdvisor P167 FINISHED
Object Frank H. Knight
Frank H. Knight was an influential American economist and founding figure of the Chicago school, best known for his work on risk, uncertainty, and profit.
E444326 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: Frank H. Knight | Statement: [James M. Buchanan, doctoralAdvisor, Frank H. Knight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank H. Knight
Context triple: [James M. Buchanan, doctoralAdvisor, Frank H. Knight]
  • A. Harold T. Clark
    Harold T. Clark was an American lawyer and philanthropist from Cleveland known for his significant contributions to civic and cultural institutions, including helping establish the Cleveland Museum of Natural History.
  • B. Herbert F. York
    Herbert F. York was an American physicist and arms control advocate who became the first director of Lawrence Livermore National Laboratory and a prominent advisor on nuclear policy and disarmament.
  • C. William J. Knight
    William J. "Pete" Knight was a U.S. Air Force test pilot and astronaut best known for setting the world speed record in the X-15 rocket plane.
  • D. Ralph B. Lloyd
    Ralph B. Lloyd was an American oilman and real estate developer whose investments and land holdings played a major role in shaping urban districts in the western United States.
  • E. Harold A. Wheeler
    Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
  • 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: Frank H. Knight
Triple: [James M. Buchanan, doctoralAdvisor, Frank H. Knight]
Generated description
Frank H. Knight was an influential American economist and founding figure of the Chicago school, best known for his work on risk, uncertainty, and profit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank H. Knight
Target entity description: Frank H. Knight was an influential American economist and founding figure of the Chicago school, best known for his work on risk, uncertainty, and profit.
  • A. Harold T. Clark
    Harold T. Clark was an American lawyer and philanthropist from Cleveland known for his significant contributions to civic and cultural institutions, including helping establish the Cleveland Museum of Natural History.
  • B. Herbert F. York
    Herbert F. York was an American physicist and arms control advocate who became the first director of Lawrence Livermore National Laboratory and a prominent advisor on nuclear policy and disarmament.
  • C. William J. Knight
    William J. "Pete" Knight was a U.S. Air Force test pilot and astronaut best known for setting the world speed record in the X-15 rocket plane.
  • D. Ralph B. Lloyd
    Ralph B. Lloyd was an American oilman and real estate developer whose investments and land holdings played a major role in shaping urban districts in the western United States.
  • E. Harold A. Wheeler
    Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
  • 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_69b3453a36908190b95a79a297ca083c completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3551fae7c8190abafda0d78f02d89 completed March 13, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69b650e656148190be51f790dc3d5f4d completed March 15, 2026, 6:25 a.m.
NEDg Description generation batch_69b652473e588190b118e33aae859d17 completed March 15, 2026, 6:31 a.m.
NED2 Entity disambiguation (via description) batch_69b652ed79d88190811e98f133010b2a completed March 15, 2026, 6:34 a.m.
Created at: March 12, 2026, 11:30 p.m.