Triple

T911935
Position Surface form Disambiguated ID Type / Status
Subject Lockheed bribery scandals E19677 entity
Predicate significantPerson P643 FINISHED
Object A. Carl Kotchian
A. Carl Kotchian was an American aerospace executive and former Lockheed vice president who became widely known for his central role in the Lockheed bribery scandals of the 1970s.
 E110871 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: A. Carl Kotchian | Statement: [Lockheed bribery scandals, significantPerson, A. Carl Kotchian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A. Carl Kotchian
Context triple: [Lockheed bribery scandals, significantPerson, A. Carl Kotchian]
  • A. Lev Kerbel
    Lev Kerbel was a prominent Soviet sculptor renowned for his monumental public works and statues of communist leaders.
  • B. Philip M. Kaiser
    Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
  • C. Dean Riesner
    Dean Riesner was an American screenwriter best known for his work on films such as "Dirty Harry" and "Play Misty for Me."
  • D. Sanford Rothenberg
    Sanford Rothenberg was the second husband of actress Fay Wray, known primarily for his marriage to the iconic King Kong star.
  • E. Norbert J. Schneider
    Norbert J. Schneider is a composer best known for his film score work, including the music for the 1993 war film "Stalingrad."
  • 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: A. Carl Kotchian
Triple: [Lockheed bribery scandals, significantPerson, A. Carl Kotchian]
Generated description
A. Carl Kotchian was an American aerospace executive and former Lockheed vice president who became widely known for his central role in the Lockheed bribery scandals of the 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A. Carl Kotchian
Target entity description: A. Carl Kotchian was an American aerospace executive and former Lockheed vice president who became widely known for his central role in the Lockheed bribery scandals of the 1970s.
  • A. Lev Kerbel
    Lev Kerbel was a prominent Soviet sculptor renowned for his monumental public works and statues of communist leaders.
  • B. Philip M. Kaiser
    Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
  • C. Dean Riesner
    Dean Riesner was an American screenwriter best known for his work on films such as "Dirty Harry" and "Play Misty for Me."
  • D. Sanford Rothenberg
    Sanford Rothenberg was the second husband of actress Fay Wray, known primarily for his marriage to the iconic King Kong star.
  • E. Norbert J. Schneider
    Norbert J. Schneider is a composer best known for his film score work, including the music for the 1993 war film "Stalingrad."
  • 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_69a4939f91a08190ba68c2c81eab90fe completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2df9ba88190824437026796586f completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a826d6781081908a59c0263515bbc8 completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a834246eec8190977b2d3747fa1e9d completed March 4, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69a834a0e6748190aa1c488a46f35df2 completed March 4, 2026, 1:33 p.m.
Created at: March 1, 2026, 7:39 p.m.