Triple

T2492316
Position Surface form Disambiguated ID Type / Status
Subject Peril E52070 entity
Predicate featuresCharacter P626 FINISHED
Object Mark Milley
Mark Milley is a United States Army general who served as the 20th Chairman of the Joint Chiefs of Staff, becoming the nation’s highest-ranking military officer.
E274375 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: Mark Milley | Statement: [Peril, featuresCharacter, Mark Milley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mark Milley
Context triple: [Peril, featuresCharacter, Mark Milley]
  • A. General Joseph F. Dunford Jr.
    General Joseph F. Dunford Jr. is a retired United States Marine Corps four-star general who served as Chairman of the Joint Chiefs of Staff and held several key command roles in major U.S. and NATO operations.
  • B. James N. Mattis
    James N. Mattis is a retired U.S. Marine Corps four-star general and former U.S. Secretary of Defense known for his leadership in major Middle Eastern conflicts and his reputation as a strategic military thinker.
  • C. H. R. McMaster
    H. R. McMaster is a retired U.S. Army lieutenant general, military historian, and former National Security Advisor known for his critical analysis of U.S. military strategy and leadership.
  • D. Colin Powell (U.S. Joint Chiefs of Staff)
    Colin Powell was a four-star U.S. Army general and statesman who served as Chairman of the Joint Chiefs of Staff and later as Secretary of State, playing a central leadership role in U.S. military and foreign policy at the end of the 20th century.
  • E. 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.
  • 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: Mark Milley
Triple: [Peril, featuresCharacter, Mark Milley]
Generated description
Mark Milley is a United States Army general who served as the 20th Chairman of the Joint Chiefs of Staff, becoming the nation’s highest-ranking military officer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mark Milley
Target entity description: Mark Milley is a United States Army general who served as the 20th Chairman of the Joint Chiefs of Staff, becoming the nation’s highest-ranking military officer.
  • A. General Joseph F. Dunford Jr.
    General Joseph F. Dunford Jr. is a retired United States Marine Corps four-star general who served as Chairman of the Joint Chiefs of Staff and held several key command roles in major U.S. and NATO operations.
  • B. James N. Mattis
    James N. Mattis is a retired U.S. Marine Corps four-star general and former U.S. Secretary of Defense known for his leadership in major Middle Eastern conflicts and his reputation as a strategic military thinker.
  • C. H. R. McMaster
    H. R. McMaster is a retired U.S. Army lieutenant general, military historian, and former National Security Advisor known for his critical analysis of U.S. military strategy and leadership.
  • D. Colin Powell (U.S. Joint Chiefs of Staff)
    Colin Powell was a four-star U.S. Army general and statesman who served as Chairman of the Joint Chiefs of Staff and later as Secretary of State, playing a central leadership role in U.S. military and foreign policy at the end of the 20th century.
  • E. 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.
  • 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1914ca48190ab0a6cc5f1bd2f56 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b8429388190a2d1b1610511ea75 completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af4d9009208190a80cbab32cd2f4de completed March 9, 2026, 10:45 p.m.
NED2 Entity disambiguation (via description) batch_69af4e4ab8188190b5f28c8e6d3995c3 completed March 9, 2026, 10:48 p.m.
Created at: March 6, 2026, 9:45 p.m.