Triple

T6865006
Position Surface form Disambiguated ID Type / Status
Subject Lockheed Skunk Works E158378 entity
Predicate keyPerson P256 FINISHED
Object John F. Clark (later leadership)
John F. Clark is an aerospace engineer and executive who later led Lockheed’s Skunk Works, overseeing advanced, often classified aircraft development programs.
 E623329 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: John F. Clark (later leadership) | Statement: [Lockheed Skunk Works, keyPerson, John F. Clark (later leadership)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John F. Clark (later leadership)
Context triple: [Lockheed Skunk Works, keyPerson, John F. Clark (later leadership)]
  • A. Richard A. Clark
    Richard A. Clark is the son of famed American television personality and producer Dick Clark.
  • B. J. P. Clark
    J. P. Clark was a prominent Nigerian poet and playwright, regarded as one of the leading figures of modern African literature.
  • C. Edward Clark
    Edward Clark was a member of the prominent Clark family associated with American industrial wealth and art patronage.
  • D. Edward Clark
    Edward Clark was an American architect and public official best known for serving as Architect of the Capitol, overseeing major expansions and renovations of the United States Capitol building in the 19th century.
  • E. William P. Clark Jr.
    William P. Clark Jr. was an American judge and close adviser to President Ronald Reagan who served as U.S. National Security Advisor and later Secretary of the Interior in the 1980s.
  • 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: John F. Clark (later leadership)
Triple: [Lockheed Skunk Works, keyPerson, John F. Clark (later leadership)]
Generated description
John F. Clark is an aerospace engineer and executive who later led Lockheed’s Skunk Works, overseeing advanced, often classified aircraft development programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John F. Clark (later leadership)
Target entity description: John F. Clark is an aerospace engineer and executive who later led Lockheed’s Skunk Works, overseeing advanced, often classified aircraft development programs.
  • A. Richard A. Clark
    Richard A. Clark is the son of famed American television personality and producer Dick Clark.
  • B. J. P. Clark
    J. P. Clark was a prominent Nigerian poet and playwright, regarded as one of the leading figures of modern African literature.
  • C. Edward Clark
    Edward Clark was a member of the prominent Clark family associated with American industrial wealth and art patronage.
  • D. Edward Clark
    Edward Clark was an American architect and public official best known for serving as Architect of the Capitol, overseeing major expansions and renovations of the United States Capitol building in the 19th century.
  • E. William P. Clark Jr.
    William P. Clark Jr. was an American judge and close adviser to President Ronald Reagan who served as U.S. National Security Advisor and later Secretary of the Interior in the 1980s.
  • 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_69c68831e3648190a643c328122e4d43 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d88af6d88190ac9faa32fa1bfa0e completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72ff153d48190a4b0d4e403457fe8 completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c730e882308190a3fbc61245941338 completed March 28, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69c7316a9cc081908c088725cb7626e8 completed March 28, 2026, 1:39 a.m.
Created at: March 27, 2026, 2:21 p.m.