Triple

T15271649
Position Surface form Disambiguated ID Type / Status
Subject Commander of Air Force Space Command E365033 entity
Predicate firstHolder P291 FINISHED
Object James V. Hartinger
James V. Hartinger was a United States Air Force general who became a pioneering leader in military space operations and helped shape the early structure of U.S. space command.
E1263083 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: James V. Hartinger | Statement: [Commander of Air Force Space Command, firstHolder, James V. Hartinger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James V. Hartinger
Context triple: [Commander of Air Force Space Command, firstHolder, James V. Hartinger]
  • A. Richard J. Hieb
    Richard J. Hieb is a former NASA astronaut and engineer who flew on three Space Shuttle missions in the early 1990s, contributing to satellite deployment, repair, and microgravity research.
  • B. Robert J. Damminger
    Robert J. Damminger is an American local government official and politician who has served in leadership roles in Gloucester County, New Jersey.
  • C. William Edward Paultz
    William Edward Paultz is a retired American professional basketball center best known for his play in the ABA and NBA during the 1970s and early 1980s.
  • D. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • E. Thomas J. Hennen
    Thomas J. Hennen is a former U.S. Army warrant officer and astronaut who flew as a payload specialist on the Space Shuttle, contributing military reconnaissance expertise to space-based observation missions.
  • 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: James V. Hartinger
Triple: [Commander of Air Force Space Command, firstHolder, James V. Hartinger]
Generated description
James V. Hartinger was a United States Air Force general who became a pioneering leader in military space operations and helped shape the early structure of U.S. space command.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James V. Hartinger
Target entity description: James V. Hartinger was a United States Air Force general who became a pioneering leader in military space operations and helped shape the early structure of U.S. space command.
  • A. Richard J. Hieb
    Richard J. Hieb is a former NASA astronaut and engineer who flew on three Space Shuttle missions in the early 1990s, contributing to satellite deployment, repair, and microgravity research.
  • B. Robert J. Damminger
    Robert J. Damminger is an American local government official and politician who has served in leadership roles in Gloucester County, New Jersey.
  • C. William Edward Paultz
    William Edward Paultz is a retired American professional basketball center best known for his play in the ABA and NBA during the 1970s and early 1980s.
  • D. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • E. Thomas J. Hennen
    Thomas J. Hennen is a former U.S. Army warrant officer and astronaut who flew as a payload specialist on the Space Shuttle, contributing military reconnaissance expertise to space-based observation missions.
  • 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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0094eac848190a1740ae1aa6b28e0 completed April 15, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a018c30b5388190b5c4190d89c7ae97 completed May 11, 2026, 7:58 a.m.
NEDg Description generation batch_6a018d777ab081909efd8727c7eb99b8 completed May 11, 2026, 8:04 a.m.
NED2 Entity disambiguation (via description) batch_6a018e2a15f081909377a30925406417 completed May 11, 2026, 8:07 a.m.
Created at: April 10, 2026, 3:14 a.m.