Triple

T831017
Position Surface form Disambiguated ID Type / Status
Subject Audie Murphy E17964 entity
Predicate wrote P2831 FINISHED
Object To Hell and Back (autobiography)
To Hell and Back is the autobiographical account of Audie Murphy’s experiences as one of the most decorated American soldiers of World War II.
 E97934 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: To Hell and Back (autobiography) | Statement: [Audie Murphy, wrote, To Hell and Back (autobiography)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: To Hell and Back (autobiography)
Context triple: [Audie Murphy, wrote, To Hell and Back (autobiography)]
  • A. Relentless: A Memoir
    Relentless: A Memoir is the autobiographical book by NFL wide receiver Julian Edelman, chronicling his underdog journey, career challenges, and Super Bowl successes with the New England Patriots.
  • B. War As I Knew It
    "War As I Knew It" is a posthumously published memoir by U.S. General George S. Patton Jr. that recounts his World War II campaigns and military philosophy.
  • C. A Soldier's Story
    A Soldier's Story is a 1984 American drama film adapted from Charles Fuller's Pulitzer Prize–winning play, exploring racism and justice within a segregated Black army unit during World War II.
  • D. An Autobiography
    An Autobiography is Jawaharlal Nehru’s introspective memoir recounting his personal life, political evolution, and role in India’s struggle for independence.
  • E. An Autobiography
    "An Autobiography" is the posthumously published memoir of Victorian novelist Anthony Trollope, detailing his life, writing habits, and views on literature and society.
  • 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: To Hell and Back (autobiography)
Triple: [Audie Murphy, wrote, To Hell and Back (autobiography)]
Generated description
To Hell and Back is the autobiographical account of Audie Murphy’s experiences as one of the most decorated American soldiers of World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: To Hell and Back (autobiography)
Target entity description: To Hell and Back is the autobiographical account of Audie Murphy’s experiences as one of the most decorated American soldiers of World War II.
  • A. Relentless: A Memoir
    Relentless: A Memoir is the autobiographical book by NFL wide receiver Julian Edelman, chronicling his underdog journey, career challenges, and Super Bowl successes with the New England Patriots.
  • B. War As I Knew It
    "War As I Knew It" is a posthumously published memoir by U.S. General George S. Patton Jr. that recounts his World War II campaigns and military philosophy.
  • C. A Soldier's Story
    A Soldier's Story is a 1984 American drama film adapted from Charles Fuller's Pulitzer Prize–winning play, exploring racism and justice within a segregated Black army unit during World War II.
  • D. An Autobiography
    An Autobiography is Jawaharlal Nehru’s introspective memoir recounting his personal life, political evolution, and role in India’s struggle for independence.
  • E. An Autobiography
    "An Autobiography" is the posthumously published memoir of Victorian novelist Anthony Trollope, detailing his life, writing habits, and views on literature and society.
  • 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_69a4937c9c188190aaa216f6b466f452 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abb4be948190ae757df85bdc40e4 completed March 1, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d9991488190808adb29d3ad6273 completed March 3, 2026, 11:24 p.m.
NEDg Description generation batch_69a7799f87f08190ad393ce92c938030 completed March 4, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69a77a2ef9d08190abc60490b4409d79 completed March 4, 2026, 12:17 a.m.
Created at: March 1, 2026, 7:38 p.m.