Triple

T3466508
Position Surface form Disambiguated ID Type / Status
Subject Pork Chop Hill E73150 entity
Predicate author P4 FINISHED
Object S. L. A. Marshall
S. L. A. Marshall was an American military historian and U.S. Army officer known for his influential and sometimes controversial studies of combat behavior and battlefield tactics.
E360546 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: S. L. A. Marshall | Statement: [Pork Chop Hill, author, S. L. A. Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: S. L. A. Marshall
Context triple: [Pork Chop Hill, author, S. L. A. Marshall]
  • A. W. W. Ambrose
    W. W. Ambrose was an architect known for designing the Main Interior Building in Washington, D.C., the headquarters of the U.S. Department of the Interior.
  • B. William Sims
    William Sims was a prominent U.S. Navy admiral and naval reformer known for modernizing gunnery and leading American naval forces in European waters during World War I.
  • C. Robert L. Ghormley
    Robert L. Ghormley was a U.S. Navy admiral during World War II who played a key leadership role in the early Pacific campaigns, including the Guadalcanal operation.
  • D. Albert C. Wedemeyer
    Albert C. Wedemeyer was a U.S. Army general and strategic planner in World War II, best known for his leadership roles in the China-Burma-India theater and his influence on Allied war strategy.
  • E. G. R. Stilwell
    G. R. Stilwell was a physicist known for co-conducting the Ives–Stilwell experiment, a key early test of special relativity’s time dilation and relativistic Doppler effect.
  • 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: S. L. A. Marshall
Triple: [Pork Chop Hill, author, S. L. A. Marshall]
Generated description
S. L. A. Marshall was an American military historian and U.S. Army officer known for his influential and sometimes controversial studies of combat behavior and battlefield tactics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: S. L. A. Marshall
Target entity description: S. L. A. Marshall was an American military historian and U.S. Army officer known for his influential and sometimes controversial studies of combat behavior and battlefield tactics.
  • A. W. W. Ambrose
    W. W. Ambrose was an architect known for designing the Main Interior Building in Washington, D.C., the headquarters of the U.S. Department of the Interior.
  • B. William Sims
    William Sims was a prominent U.S. Navy admiral and naval reformer known for modernizing gunnery and leading American naval forces in European waters during World War I.
  • C. Robert L. Ghormley
    Robert L. Ghormley was a U.S. Navy admiral during World War II who played a key leadership role in the early Pacific campaigns, including the Guadalcanal operation.
  • D. Albert C. Wedemeyer
    Albert C. Wedemeyer was a U.S. Army general and strategic planner in World War II, best known for his leadership roles in the China-Burma-India theater and his influence on Allied war strategy.
  • E. G. R. Stilwell
    G. R. Stilwell was a physicist known for co-conducting the Ives–Stilwell experiment, a key early test of special relativity’s time dilation and relativistic Doppler effect.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb1090188190ac8aafd87dfaa6a7 completed March 8, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3680412c0819086da51a05b24a676 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368d21f7c819092660301b7d840db completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3694e92b8819082d54a56d901e9f8 completed March 13, 2026, 1:33 a.m.
Created at: March 8, 2026, 3:17 p.m.