Triple

T1776822
Position Surface form Disambiguated ID Type / Status
Subject Seventh Air Force E39198 entity
Predicate notableCommander P1197 FINISHED
Object Maj. Gen. Willis H. Hale
Maj. Gen. Willis H. Hale was a senior United States Army Air Forces officer in World War II, known for his leadership in Pacific air operations.
E198817 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: Maj. Gen. Willis H. Hale | Statement: [Seventh Air Force, notableCommander, Maj. Gen. Willis H. Hale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maj. Gen. Willis H. Hale
Context triple: [Seventh Air Force, notableCommander, Maj. Gen. Willis H. Hale]
  • A. Brigadier General Harry T. Hays
    Brigadier General Harry T. Hays was a Confederate officer in the American Civil War best known for leading the famed Louisiana Tigers brigade in several major battles, including Gettysburg.
  • B. 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.
  • C. Col. Herbert Y. Schandler
    Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
  • D. 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.
  • E. Colonel George F. James
    Colonel George F. James was a notable figure in California history whose prominence led to the town of Jamestown being named in his honor.
  • 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: Maj. Gen. Willis H. Hale
Triple: [Seventh Air Force, notableCommander, Maj. Gen. Willis H. Hale]
Generated description
Maj. Gen. Willis H. Hale was a senior United States Army Air Forces officer in World War II, known for his leadership in Pacific air operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maj. Gen. Willis H. Hale
Target entity description: Maj. Gen. Willis H. Hale was a senior United States Army Air Forces officer in World War II, known for his leadership in Pacific air operations.
  • A. Brigadier General Harry T. Hays
    Brigadier General Harry T. Hays was a Confederate officer in the American Civil War best known for leading the famed Louisiana Tigers brigade in several major battles, including Gettysburg.
  • B. 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.
  • C. Col. Herbert Y. Schandler
    Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
  • D. 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.
  • E. Colonel George F. James
    Colonel George F. James was a notable figure in California history whose prominence led to the town of Jamestown being named in his honor.
  • 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_69a88630519c8190a17addd83c4a3ef4 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa64b839608190b32bc041267458d5 completed March 6, 2026, 5:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada99a81c08190b602858708263193 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adab03a5448190b42966adcd8afbde completed March 8, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69adaeabff6c8190b19bc6478a28641c completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:31 p.m.