Triple

T941334
Position Surface form Disambiguated ID Type / Status
Subject United States Cyber Command E20312 entity
Predicate hasCommander P1197 FINISHED
Object 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.
 E122814 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 Timothy D. Haugh | Statement: [United States Cyber Command, hasCommander, General Timothy D. Haugh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: General Timothy D. Haugh
Context triple: [United States Cyber Command, hasCommander, General Timothy D. Haugh]
  • 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 Kevin P. Chilton
    General Kevin P. Chilton is a retired U.S. Air Force four-star general and former NASA astronaut who held senior leadership roles in military space and strategic command.
  • C. Lieutenant General John F. Sattler
    Lieutenant General John F. Sattler is a retired U.S. Marine Corps officer best known for his senior leadership role in major Iraq War operations, including commanding forces during the Second Battle of Fallujah.
  • 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. Major General William H. Tunner
    Major General William H. Tunner was a U.S. Air Force officer renowned as a pioneering airlift commander, best known for orchestrating large-scale air supply operations such as the Berlin Airlift.
  • 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 Timothy D. Haugh
Triple: [United States Cyber Command, hasCommander, General Timothy D. Haugh]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: General Timothy D. Haugh
Target entity description: 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.
  • 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 Kevin P. Chilton
    General Kevin P. Chilton is a retired U.S. Air Force four-star general and former NASA astronaut who held senior leadership roles in military space and strategic command.
  • C. Lieutenant General John F. Sattler
    Lieutenant General John F. Sattler is a retired U.S. Marine Corps officer best known for his senior leadership role in major Iraq War operations, including commanding forces during the Second Battle of Fallujah.
  • 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. Major General William H. Tunner
    Major General William H. Tunner was a U.S. Air Force officer renowned as a pioneering airlift commander, best known for orchestrating large-scale air supply operations such as the Berlin Airlift.
  • 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_69a493b0270c81909e6c9ce310f6aa55 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b38cc6888190b1d9043ec8fbcbc3 completed March 1, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42851b8881908b2625e3cb34cb6c completed March 7, 2026, 3:21 p.m.
NEDg Description generation batch_69ac42f4d51c81908a39c05213da4633 completed March 7, 2026, 3:23 p.m.
NED2 Entity disambiguation (via description) batch_69ac436720a88190b88ffd74956f5bf5 completed March 7, 2026, 3:25 p.m.
Created at: March 1, 2026, 7:40 p.m.