Triple

T11197091
Position Surface form Disambiguated ID Type / Status
Subject Major Barbara E264949 entity
Predicate characterOccupation P268 FINISHED
Object Andrew Undershaft is an armaments manufacturer
Andrew Undershaft is a central character in George Bernard Shaw’s play "Major Barbara," depicted as a wealthy, morally complex munitions tycoon whose views on power, poverty, and salvation challenge conventional ethics.
E909446 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: Andrew Undershaft is an armaments manufacturer | Statement: [Major Barbara, characterOccupation, Andrew Undershaft is an armaments manufacturer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Undershaft is an armaments manufacturer
Context triple: [Major Barbara, characterOccupation, Andrew Undershaft is an armaments manufacturer]
  • A. Arthur Birling
    Arthur Birling is a wealthy, self-satisfied industrialist and patriarch whose complacent capitalist views are sharply challenged in J.B. Priestley’s play "An Inspector Calls."
  • B. John Underhill
    John Underhill was a 17th-century English colonial soldier and militia leader in New England, known for his prominent and controversial role in early Native American conflicts.
  • C. John Underhill
    John Underhill is a distinguished geologist recognized for his significant contributions to the earth sciences, for which he received the prestigious William Smith Medal.
  • D. Hugo Drax
    Hugo Drax is the wealthy, megalomaniacal villain in the James Bond franchise who masterminds a genocidal space-based plot in the novel and film "Moonraker."
  • E. Winston Price
    Winston Price was an American physician and medical researcher best known for his work in infectious diseases and his marriage to Abstract Expressionist painter Grace Hartigan.
  • 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: Andrew Undershaft is an armaments manufacturer
Triple: [Major Barbara, characterOccupation, Andrew Undershaft is an armaments manufacturer]
Generated description
Andrew Undershaft is a central character in George Bernard Shaw’s play "Major Barbara," depicted as a wealthy, morally complex munitions tycoon whose views on power, poverty, and salvation challenge conventional ethics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Undershaft is an armaments manufacturer
Target entity description: Andrew Undershaft is a central character in George Bernard Shaw’s play "Major Barbara," depicted as a wealthy, morally complex munitions tycoon whose views on power, poverty, and salvation challenge conventional ethics.
  • A. Arthur Birling
    Arthur Birling is a wealthy, self-satisfied industrialist and patriarch whose complacent capitalist views are sharply challenged in J.B. Priestley’s play "An Inspector Calls."
  • B. John Underhill
    John Underhill was a 17th-century English colonial soldier and militia leader in New England, known for his prominent and controversial role in early Native American conflicts.
  • C. John Underhill
    John Underhill is a distinguished geologist recognized for his significant contributions to the earth sciences, for which he received the prestigious William Smith Medal.
  • D. Hugo Drax
    Hugo Drax is the wealthy, megalomaniacal villain in the James Bond franchise who masterminds a genocidal space-based plot in the novel and film "Moonraker."
  • E. Winston Price
    Winston Price was an American physician and medical researcher best known for his work in infectious diseases and his marriage to Abstract Expressionist painter Grace Hartigan.
  • 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_69d6aa9eb9248190b20211772621b4bc completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8c082fc8190866c574f698b59ef completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4840640688190a5b3c36883b8fce8 completed April 19, 2026, 7:28 a.m.
NEDg Description generation batch_69e48718731c819084ae4ab94e79ca29 completed April 19, 2026, 7:41 a.m.
NED2 Entity disambiguation (via description) batch_69e487f99abc8190a789286a4fc13eff completed April 19, 2026, 7:44 a.m.
Created at: April 8, 2026, 9:29 p.m.