Triple

T11197076
Position Surface form Disambiguated ID Type / Status
Subject Major Barbara E264949 entity
Predicate mainCharacter P1183 FINISHED
Object Bill Walker
Bill Walker is a rough, aggressive working-class character in George Bernard Shaw’s play "Major Barbara," whose confrontations highlight themes of morality, poverty, and redemption.
 E909444 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: Bill Walker | Statement: [Major Barbara, mainCharacter, Bill Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Walker
Context triple: [Major Barbara, mainCharacter, Bill Walker]
  • A. Bill Walker
    Bill Walker is an artist best known for creating the psychedelic cover art for the Grateful Dead’s album "Anthem of the Sun."
  • B. Bill Walker (politician)
    Bill Walker is an American politician best known for serving as the independent governor of Alaska from 2014 to 2018.
  • C. Lamont Sanford
    Lamont Sanford is a central character from the classic American sitcom "Sanford and Son," known as the long-suffering, pragmatic son who runs a junk business with his cantankerous father, Fred Sanford.
  • D. Todd Walker
    Todd Walker is an academic leader who serves as the principal of the University of the Highlands and Islands in Scotland.
  • E. Tom Keene
    Tom Keene was an American actor best known for his roles in Western films during the 1930s and 1940s.
  • 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: Bill Walker
Triple: [Major Barbara, mainCharacter, Bill Walker]
Generated description
Bill Walker is a rough, aggressive working-class character in George Bernard Shaw’s play "Major Barbara," whose confrontations highlight themes of morality, poverty, and redemption.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Walker
Target entity description: Bill Walker is a rough, aggressive working-class character in George Bernard Shaw’s play "Major Barbara," whose confrontations highlight themes of morality, poverty, and redemption.
  • A. Bill Walker
    Bill Walker is an artist best known for creating the psychedelic cover art for the Grateful Dead’s album "Anthem of the Sun."
  • B. Bill Walker (politician)
    Bill Walker is an American politician best known for serving as the independent governor of Alaska from 2014 to 2018.
  • C. Lamont Sanford
    Lamont Sanford is a central character from the classic American sitcom "Sanford and Son," known as the long-suffering, pragmatic son who runs a junk business with his cantankerous father, Fred Sanford.
  • D. Todd Walker
    Todd Walker is an academic leader who serves as the principal of the University of the Highlands and Islands in Scotland.
  • E. Tom Keene
    Tom Keene was an American actor best known for his roles in Western films during the 1930s and 1940s.
  • 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.