Triple

T941336
Position Surface form Disambiguated ID Type / Status
Subject United States Cyber Command E20312 entity
Predicate hasDeputyCommander P19401 FINISHED
Object Lieutenant General William J. Hartman
Lieutenant General William J. Hartman is a senior U.S. Army officer and cyber warfare leader who serves in a top command role at United States Cyber Command.
E132827 NE FINISHED

How this triple was built (5 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: Lieutenant General William J. Hartman | Statement: [United States Cyber Command, hasDeputyCommander, Lieutenant General William J. Hartman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lieutenant General William J. Hartman
Context triple: [United States Cyber Command, hasDeputyCommander, Lieutenant General William J. Hartman]
  • A. 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.
  • B. Lt. Gen. Philip A. Garrant
    Lt. Gen. Philip A. Garrant is a senior United States Space Force officer who leads major space acquisition, development, and operational efforts for the service.
  • C. Lieutenant General Thomas F. Metz
    Lieutenant General Thomas F. Metz is a retired U.S. Army officer who played a key leadership role in major Iraq War operations, including commanding coalition forces during the Second Battle of Fallujah.
  • D. 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.
  • E. 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.
  • 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: Lieutenant General William J. Hartman
Triple: [United States Cyber Command, hasDeputyCommander, Lieutenant General William J. Hartman]
Generated description
Lieutenant General William J. Hartman is a senior U.S. Army officer and cyber warfare leader who serves in a top command role at United States Cyber Command.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lieutenant General William J. Hartman
Target entity description: Lieutenant General William J. Hartman is a senior U.S. Army officer and cyber warfare leader who serves in a top command role at United States Cyber Command.
  • A. 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.
  • B. Lt. Gen. Philip A. Garrant
    Lt. Gen. Philip A. Garrant is a senior United States Space Force officer who leads major space acquisition, development, and operational efforts for the service.
  • C. Lieutenant General Thomas F. Metz
    Lieutenant General Thomas F. Metz is a retired U.S. Army officer who played a key leadership role in major Iraq War operations, including commanding coalition forces during the Second Battle of Fallujah.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasDeputyCommander
Context triple: [United States Cyber Command, hasDeputyCommander, Lieutenant General William J. Hartman]
  • A. commanderAlsoServesAs
    Indicates that the person who holds a commander role simultaneously fulfills one or more additional official roles or positions.
  • B. hasDeputyLeaderTitle
    Indicates that an entity holds a specific title associated with the role of deputy leader.
  • C. hasCommander
    Indicates that one entity serves as the commanding officer or leader of another entity.
  • D. deputyOf chosen
    Indicates that one entity serves as the subordinate or second-in-command to another, acting with delegated authority on their behalf.
  • E. commander
    Indicates that one entity holds authoritative military or organizational control over another entity or group.
  • F. None of above.

Provenance (6 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_69ac6611ad508190aac3a6f15a63bbe8 completed March 7, 2026, 5:53 p.m.
NEDg Description generation batch_69ac66a8430c819088544c91725e57bc completed March 7, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69ac671d04e48190b839f29511e4cfb5 completed March 7, 2026, 5:57 p.m.
PD Predicate disambiguation batch_69a4b29c68f48190aecad10e351a99de completed March 1, 2026, 9:41 p.m.
Created at: March 1, 2026, 7:40 p.m.