Triple

T7081606
Position Surface form Disambiguated ID Type / Status
Subject Commander, U.S. Forces – Afghanistan E164967 entity
Predicate notableOfficeHolder P5750 FINISHED
Object General Austin S. Miller
General Austin S. Miller is a United States Army four-star general best known for serving as the final commander of U.S. and NATO forces in Afghanistan during the closing phase of the war.
 E641241 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: General Austin S. Miller | Statement: [Commander, U.S. Forces – Afghanistan, notableOfficeHolder, General Austin S. Miller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: General Austin S. Miller
Context triple: [Commander, U.S. Forces – Afghanistan, notableOfficeHolder, General Austin S. Miller]
  • A. General William L. Shelton
    General William L. Shelton is a retired United States Air Force four-star general who led major space operations and modernization efforts, including serving as commander of Air Force Space Command.
  • B. General Hugh Wheeler
    General Hugh Wheeler was a British East India Company officer best known for his ill-fated command of the besieged garrison at Kanpur during the Indian Rebellion of 1857.
  • C. Major G. L. M. Clauson
    Major G. L. M. Clauson was a British official and heraldic designer best known for creating the coat of arms used on the flag of the Falkland Islands.
  • D. General C. Robert Kehler
    General C. Robert Kehler is a retired United States Air Force four-star general best known for his leadership roles in U.S. military space and strategic command organizations.
  • E. General Timothy D. Haugh
    General Timothy D. Haugh is a senior United States Air Force officer who serves as a leading figure in U.S. military cyber operations and intelligence.
  • 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: General Austin S. Miller
Triple: [Commander, U.S. Forces – Afghanistan, notableOfficeHolder, General Austin S. Miller]
Generated description
General Austin S. Miller is a United States Army four-star general best known for serving as the final commander of U.S. and NATO forces in Afghanistan during the closing phase of the war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: General Austin S. Miller
Target entity description: General Austin S. Miller is a United States Army four-star general best known for serving as the final commander of U.S. and NATO forces in Afghanistan during the closing phase of the war.
  • A. General William L. Shelton
    General William L. Shelton is a retired United States Air Force four-star general who led major space operations and modernization efforts, including serving as commander of Air Force Space Command.
  • B. General Hugh Wheeler
    General Hugh Wheeler was a British East India Company officer best known for his ill-fated command of the besieged garrison at Kanpur during the Indian Rebellion of 1857.
  • C. Major G. L. M. Clauson
    Major G. L. M. Clauson was a British official and heraldic designer best known for creating the coat of arms used on the flag of the Falkland Islands.
  • D. General C. Robert Kehler
    General C. Robert Kehler is a retired United States Air Force four-star general best known for his leadership roles in U.S. military space and strategic command organizations.
  • E. General Timothy D. Haugh
    General Timothy D. Haugh is a senior United States Air Force officer who serves as a leading figure in U.S. military cyber operations and intelligence.
  • 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_69c6887cbc6c8190bdfac42d940f4d8a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4f1f5748190b214856bcfc70d81 completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79477a79c81909b51175a24d17142 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c798cd9e4c8190a9dc1176d60d2cf6 completed March 28, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69c799fae8608190b0cd94d59ab589a4 completed March 28, 2026, 9:06 a.m.
Created at: March 27, 2026, 2:40 p.m.