Triple

T2645636
Position Surface form Disambiguated ID Type / Status
Subject Band of Brothers E62975 entity
Predicate mainCharacter P1183 FINISHED
Object George Luz
George Luz is a U.S. paratrooper of Easy Company in World War II, portrayed as a witty and resourceful radio operator in the miniseries "Band of Brothers."
E285486 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: George Luz | Statement: [Band of Brothers, mainCharacter, George Luz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Luz
Context triple: [Band of Brothers, mainCharacter, George Luz]
  • A. Edward Nichols
    Edward Nichols was a physicist best known for founding the influential scientific journal Physical Review.
  • B. John Haviland
    John Haviland was a prominent 19th-century British-born American architect best known for pioneering radial-plan prison designs and influencing modern penitentiary architecture.
  • C. Alfred Morton Githens
    Alfred Morton Githens was an American architect known for his influential designs of major public libraries and cultural institutions in the early 20th century.
  • D. John Hays Hammond Jr.
    John Hays Hammond Jr. was an American inventor and pioneer in radio control and remote guidance technologies, often called the "father of radio control."
  • E. William Gordon Cooke
    William Gordon Cooke was a 19th-century soldier and political figure notable for his service in the Texas Revolution and early Republic of Texas government.
  • 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: George Luz
Triple: [Band of Brothers, mainCharacter, George Luz]
Generated description
George Luz is a U.S. paratrooper of Easy Company in World War II, portrayed as a witty and resourceful radio operator in the miniseries "Band of Brothers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Luz
Target entity description: George Luz is a U.S. paratrooper of Easy Company in World War II, portrayed as a witty and resourceful radio operator in the miniseries "Band of Brothers."
  • A. Edward Nichols
    Edward Nichols was a physicist best known for founding the influential scientific journal Physical Review.
  • B. John Haviland
    John Haviland was a prominent 19th-century British-born American architect best known for pioneering radial-plan prison designs and influencing modern penitentiary architecture.
  • C. Alfred Morton Githens
    Alfred Morton Githens was an American architect known for his influential designs of major public libraries and cultural institutions in the early 20th century.
  • D. John Hays Hammond Jr.
    John Hays Hammond Jr. was an American inventor and pioneer in radio control and remote guidance technologies, often called the "father of radio control."
  • E. William Gordon Cooke
    William Gordon Cooke was a 19th-century soldier and political figure notable for his service in the Texas Revolution and early Republic of Texas government.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd91846b4819093a063c15e1ee6af completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98c50d108190b716dd51c34d3759 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9952a95881908d01aa13f5feef43 completed March 10, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_69af99e68f10819094d758d3a4bc2e9c completed March 10, 2026, 4:11 a.m.
Created at: March 6, 2026, 9:53 p.m.