Triple

T15096289
Position Surface form Disambiguated ID Type / Status
Subject S. L. A. Marshall E360546 entity
Predicate fullName P16 FINISHED
Object Samuel Lyman Atwood Marshall
Samuel Lyman Atwood Marshall was an American military historian and U.S. Army combat historian best known for his controversial studies of soldier behavior and fire rates in World War II and the Korean War.
E1142666 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: Samuel Lyman Atwood Marshall | Statement: [S. L. A. Marshall, fullName, Samuel Lyman Atwood Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samuel Lyman Atwood Marshall
Context triple: [S. L. A. Marshall, fullName, Samuel Lyman Atwood Marshall]
  • A. William J. Hutchins
    William J. Hutchins was a prominent 19th-century Texas businessman and civic leader after whom the city of Hutchins, Texas, is named.
  • B. Eliakim Hastings Moore
    Eliakim Hastings Moore was an influential American mathematician known for his foundational work in abstract algebra and for helping establish the Chicago school of mathematics.
  • C. William L. Harkness
    William L. Harkness was an American businessman and philanthropist associated with Yale University, for which he endowed facilities that now bear his name.
  • D. Ruggles S. Morse
    Ruggles S. Morse was a 19th-century American hotelier best known for operating the luxurious Wentworth-by-the-Sea hotel in New Hampshire.
  • E. William Payson Richardson
    William Payson Richardson was an American legal scholar and educator best known for co-founding and serving as the first dean of Brooklyn Law School.
  • 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: Samuel Lyman Atwood Marshall
Triple: [S. L. A. Marshall, fullName, Samuel Lyman Atwood Marshall]
Generated description
Samuel Lyman Atwood Marshall was an American military historian and U.S. Army combat historian best known for his controversial studies of soldier behavior and fire rates in World War II and the Korean War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samuel Lyman Atwood Marshall
Target entity description: Samuel Lyman Atwood Marshall was an American military historian and U.S. Army combat historian best known for his controversial studies of soldier behavior and fire rates in World War II and the Korean War.
  • A. William J. Hutchins
    William J. Hutchins was a prominent 19th-century Texas businessman and civic leader after whom the city of Hutchins, Texas, is named.
  • B. Eliakim Hastings Moore
    Eliakim Hastings Moore was an influential American mathematician known for his foundational work in abstract algebra and for helping establish the Chicago school of mathematics.
  • C. William L. Harkness
    William L. Harkness was an American businessman and philanthropist associated with Yale University, for which he endowed facilities that now bear his name.
  • D. Ruggles S. Morse
    Ruggles S. Morse was a 19th-century American hotelier best known for operating the luxurious Wentworth-by-the-Sea hotel in New Hampshire.
  • E. William Payson Richardson
    William Payson Richardson was an American legal scholar and educator best known for co-founding and serving as the first dean of Brooklyn Law School.
  • 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_69d85a035aa88190b52a139d3a1b7b6d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005466e9c8190a68e1fbeb8922b1a completed April 15, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fed31fa31c8190a22a27f5572e4334 completed May 9, 2026, 6:24 a.m.
NEDg Description generation batch_69fed3e43328819081017b9666ec324a completed May 9, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_69fed43b1dd48190b06a7b7fd4d88c93 completed May 9, 2026, 6:29 a.m.
Created at: April 10, 2026, 3:04 a.m.