Triple

T7357150
Position Surface form Disambiguated ID Type / Status
Subject Holes E169653 entity
Predicate character P662 FINISHED
Object Warden Walker
Warden Walker is the ruthless, lipstick-wearing overseer of Camp Green Lake in Louis Sachar’s novel "Holes," obsessed with finding a buried treasure through the forced labor of juvenile detainees.
E658811 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: Warden Walker | Statement: [Holes, character, Warden Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Warden Walker
Context triple: [Holes, character, Warden Walker]
  • A. Ken Waller
    Ken Waller is an American bodybuilder best known for his appearances in the 1970s bodybuilding scene and his prominent role in the documentary film "Pumping Iron."
  • B. Cal Weaver
    Cal Weaver is a middle-aged suburban man whose life is upended by his wife's infidelity, leading him into an awkward yet transformative journey through modern dating in the romantic comedy film "Crazy, Stupid, Love."
  • C. Walter Walker
    Walter Walker was a British Army general who played a leading role in counterinsurgency operations, notably overseeing British and Commonwealth forces during the Borneo Confrontation in the 1960s.
  • D. Walter Walker
    Walter Walker was an American character actor active in early 20th-century stage and film, known for supporting roles in Hollywood productions.
  • E. Brig Owens
    Brig Owens was an American professional football safety best known for his standout career with the Washington Redskins in the 1960s and 1970s.
  • 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: Warden Walker
Triple: [Holes, character, Warden Walker]
Generated description
Warden Walker is the ruthless, lipstick-wearing overseer of Camp Green Lake in Louis Sachar’s novel "Holes," obsessed with finding a buried treasure through the forced labor of juvenile detainees.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Warden Walker
Target entity description: Warden Walker is the ruthless, lipstick-wearing overseer of Camp Green Lake in Louis Sachar’s novel "Holes," obsessed with finding a buried treasure through the forced labor of juvenile detainees.
  • A. Ken Waller
    Ken Waller is an American bodybuilder best known for his appearances in the 1970s bodybuilding scene and his prominent role in the documentary film "Pumping Iron."
  • B. Cal Weaver
    Cal Weaver is a middle-aged suburban man whose life is upended by his wife's infidelity, leading him into an awkward yet transformative journey through modern dating in the romantic comedy film "Crazy, Stupid, Love."
  • C. Walter Walker
    Walter Walker was a British Army general who played a leading role in counterinsurgency operations, notably overseeing British and Commonwealth forces during the Borneo Confrontation in the 1960s.
  • D. Walter Walker
    Walter Walker was an American character actor active in early 20th-century stage and film, known for supporting roles in Hollywood productions.
  • E. Brig Owens
    Brig Owens was an American professional football safety best known for his standout career with the Washington Redskins in the 1960s and 1970s.
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f13a62e48190a2d1781a630aa9f0 completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7faa6a5d88190b969b7783edc67b7 completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fc2c90488190bd3aa5bf72606723 completed March 28, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69c7fcb5f7f0819081e70f8809bb34ae completed March 28, 2026, 4:07 p.m.
Created at: March 27, 2026, 3:06 p.m.