Triple

T11994099
Position Surface form Disambiguated ID Type / Status
Subject Easy Company, 506th Parachute Infantry Regiment, 101st Airborne Division E285483 entity
Predicate notableCommander P1197 FINISHED
Object Ronald C. Speirs
Ronald C. Speirs was a highly regarded and famously tough American paratrooper officer of World War II, best known for his combat leadership in the 101st Airborne Division’s Easy Company and his later portrayal in the miniseries "Band of Brothers."
 E1201133 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: Ronald C. Speirs | Statement: [Easy Company, 506th Parachute Infantry Regiment, 101st Airborne Division, notableCommander, Ronald C. Speirs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ronald C. Speirs
Context triple: [Easy Company, 506th Parachute Infantry Regiment, 101st Airborne Division, notableCommander, Ronald C. Speirs]
  • A. Raymond S. McLain
    Raymond S. McLain was a U.S. Army major general and highly regarded National Guard officer who distinguished himself as a corps and division commander in the European Theater during World War II.
  • B. Richard T. Wetherald
    Richard T. Wetherald was an atmospheric scientist known for his pioneering work with Syukuro Manabe on early climate modeling and the greenhouse effect.
  • C. Gordon E. Sawyer
    Gordon E. Sawyer was an influential American sound engineer in the film industry, renowned for his technical achievements and long career at Samuel Goldwyn Studios.
  • D. Allen M. Davey
    Allen M. Davey was an American cinematographer known for his work on early Technicolor films in Hollywood.
  • E. Charles E. Sporck
    Charles E. Sporck is an American engineer and semiconductor industry executive best known for leading and expanding National Semiconductor into a major global chip manufacturer.
  • 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: Ronald C. Speirs
Triple: [Easy Company, 506th Parachute Infantry Regiment, 101st Airborne Division, notableCommander, Ronald C. Speirs]
Generated description
Ronald C. Speirs was a highly regarded and famously tough American paratrooper officer of World War II, best known for his combat leadership in the 101st Airborne Division’s Easy Company and his later portrayal in the miniseries "Band of Brothers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ronald C. Speirs
Target entity description: Ronald C. Speirs was a highly regarded and famously tough American paratrooper officer of World War II, best known for his combat leadership in the 101st Airborne Division’s Easy Company and his later portrayal in the miniseries "Band of Brothers."
  • A. Raymond S. McLain
    Raymond S. McLain was a U.S. Army major general and highly regarded National Guard officer who distinguished himself as a corps and division commander in the European Theater during World War II.
  • B. Richard T. Wetherald
    Richard T. Wetherald was an atmospheric scientist known for his pioneering work with Syukuro Manabe on early climate modeling and the greenhouse effect.
  • C. Gordon E. Sawyer
    Gordon E. Sawyer was an influential American sound engineer in the film industry, renowned for his technical achievements and long career at Samuel Goldwyn Studios.
  • D. Allen M. Davey
    Allen M. Davey was an American cinematographer known for his work on early Technicolor films in Hollywood.
  • E. Charles E. Sporck
    Charles E. Sporck is an American engineer and semiconductor industry executive best known for leading and expanding National Semiconductor into a major global chip manufacturer.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903b211688190bfe6dd15c3f96d2f completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00077201c08190a0c3bb259856d5c9 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a000a52300c8190a7f6a8b6fa4bdf1e completed May 10, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_6a000acaae64819086cc10469f52c0b4 completed May 10, 2026, 4:34 a.m.
Created at: April 8, 2026, 9:46 p.m.