Triple

T15482678
Position Surface form Disambiguated ID Type / Status
Subject Joseph F. Biroc E376958 entity
Predicate workedOn P3 FINISHED
Object The Devil's Brigade
The Devil's Brigade is a 1968 World War II war film dramatizing the formation and exploits of the elite joint U.S.-Canadian commando unit known as the First Special Service Force.
E1158514 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: The Devil's Brigade | Statement: [Joseph F. Biroc, workedOn, The Devil's Brigade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Devil's Brigade
Context triple: [Joseph F. Biroc, workedOn, The Devil's Brigade]
  • A. The Dirty Dozen
    The Dirty Dozen is a 1967 World War II action film about a group of convicted military prisoners sent on a dangerous suicide mission, renowned for its ensemble cast and gritty, anti-authoritarian tone.
  • B. Men Against Fire
    Men Against Fire is a controversial 1947 military psychology book by U.S. Army historian S. L. A. Marshall that examines soldiers’ behavior in combat and famously claimed that only a small fraction of infantrymen actually fired their weapons at the enemy in World War II.
  • C. The Big Red One
    The Big Red One is a 1980 World War II war film directed by Samuel Fuller that follows a battle-hardened sergeant and his squad through multiple campaigns, noted for its gritty realism and ensemble cast including Mark Hamill and Lee Marvin.
  • D. The Big Red One
    The Big Red One is the famed U.S. Army 1st Infantry Division, renowned for its long combat history from World War I through modern conflicts.
  • E. A Bridge Too Far
    A Bridge Too Far is a 1977 World War II epic war film directed by Richard Attenborough that dramatizes the failed Allied Operation Market Garden in the Netherlands.
  • 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: The Devil's Brigade
Triple: [Joseph F. Biroc, workedOn, The Devil's Brigade]
Generated description
The Devil's Brigade is a 1968 World War II war film dramatizing the formation and exploits of the elite joint U.S.-Canadian commando unit known as the First Special Service Force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Devil's Brigade
Target entity description: The Devil's Brigade is a 1968 World War II war film dramatizing the formation and exploits of the elite joint U.S.-Canadian commando unit known as the First Special Service Force.
  • A. The Dirty Dozen
    The Dirty Dozen is a 1967 World War II action film about a group of convicted military prisoners sent on a dangerous suicide mission, renowned for its ensemble cast and gritty, anti-authoritarian tone.
  • B. Men Against Fire
    Men Against Fire is a controversial 1947 military psychology book by U.S. Army historian S. L. A. Marshall that examines soldiers’ behavior in combat and famously claimed that only a small fraction of infantrymen actually fired their weapons at the enemy in World War II.
  • C. The Big Red One
    The Big Red One is a 1980 World War II war film directed by Samuel Fuller that follows a battle-hardened sergeant and his squad through multiple campaigns, noted for its gritty realism and ensemble cast including Mark Hamill and Lee Marvin.
  • D. The Big Red One
    The Big Red One is the famed U.S. Army 1st Infantry Division, renowned for its long combat history from World War I through modern conflicts.
  • E. A Bridge Too Far
    A Bridge Too Far is a 1977 World War II epic war film directed by Richard Attenborough that dramatizes the failed Allied Operation Market Garden in the Netherlands.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f8cb4388190a3b4c92c3bb4ad4f completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d0f4e648190b9cd9b1464209224 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff2de2d82c819085d903a538313e70 completed May 9, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_69ff2ea08ad08190b3ecf29bfe7a809a completed May 9, 2026, 12:54 p.m.
Created at: April 10, 2026, 3:40 a.m.