Triple

T71145
Position Surface form Disambiguated ID Type / Status
Subject Edwards Air Force Base E1423 entity
Predicate namedAfter P63 FINISHED
Object Brigadier General Chuck Edwards
Brigadier General Chuck Edwards was a United States Air Force officer honored for his significant contributions to military aviation and aerospace development.
 E22860 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: Brigadier General Chuck Edwards | Statement: [Edwards Air Force Base, namedAfter, Brigadier General Chuck Edwards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brigadier General Chuck Edwards
Context triple: [Edwards Air Force Base, namedAfter, Brigadier General Chuck Edwards]
  • A. Col. Herbert Y. Schandler
    Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
  • B. Major General Donald J. Kutyna
    Major General Donald J. Kutyna is a U.S. Air Force officer and space expert best known for his influential role on the Rogers Commission that investigated the Space Shuttle Challenger disaster.
  • C. James M. Gavin
    James M. Gavin was a highly regarded U.S. Army lieutenant general and paratrooper commander in World War II, known for leading the 82nd Airborne Division in major European operations.
  • D. Maxwell D. Taylor
    Maxwell D. Taylor was a prominent U.S. Army general and later Chairman of the Joint Chiefs of Staff, noted for his leadership of airborne forces in World War II and his influential role in shaping Cold War military policy.
  • E. Norman Schwarzkopf Jr.
    Norman Schwarzkopf Jr. was a United States Army general best known for commanding coalition forces during the Gulf War (Operation Desert Storm) in 1991.
  • 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: Brigadier General Chuck Edwards
Triple: [Edwards Air Force Base, namedAfter, Brigadier General Chuck Edwards]
Generated description
Brigadier General Chuck Edwards was a United States Air Force officer honored for his significant contributions to military aviation and aerospace development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brigadier General Chuck Edwards
Target entity description: Brigadier General Chuck Edwards was a United States Air Force officer honored for his significant contributions to military aviation and aerospace development.
  • A. Col. Herbert Y. Schandler
    Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
  • B. Major General Donald J. Kutyna
    Major General Donald J. Kutyna is a U.S. Air Force officer and space expert best known for his influential role on the Rogers Commission that investigated the Space Shuttle Challenger disaster.
  • C. James M. Gavin
    James M. Gavin was a highly regarded U.S. Army lieutenant general and paratrooper commander in World War II, known for leading the 82nd Airborne Division in major European operations.
  • D. Maxwell D. Taylor
    Maxwell D. Taylor was a prominent U.S. Army general and later Chairman of the Joint Chiefs of Staff, noted for his leadership of airborne forces in World War II and his influential role in shaping Cold War military policy.
  • E. Norman Schwarzkopf Jr.
    Norman Schwarzkopf Jr. was a United States Army general best known for commanding coalition forces during the Gulf War (Operation Desert Storm) in 1991.
  • 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_69a24c06b3bc8190aa4ac89026115efc completed Feb. 28, 2026, 1:59 a.m.
NER Named-entity recognition batch_69a24f0578808190be793d7a161c2cf5 completed Feb. 28, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2f0b0d5f481909987c4d937c7157a completed Feb. 28, 2026, 1:42 p.m.
NEDg Description generation batch_69a2f12e5f548190a0fb3ca1cb059be1 completed Feb. 28, 2026, 1:44 p.m.
NED2 Entity disambiguation (via description) batch_69a2f39599b08190be95c9ec634c5745 completed Feb. 28, 2026, 1:54 p.m.
Created at: Feb. 28, 2026, 2:03 a.m.