Triple

T8494136
Position Surface form Disambiguated ID Type / Status
Subject The Weapon Shops of Isher E201051 entity
Predicate hasCharacter P2308 FINISHED
Object Robert Hedrock
Robert Hedrock is a mysterious, seemingly immortal figure who secretly leads the Weapon Shops in A. E. van Vogt’s Isher universe, manipulating events across centuries to oppose authoritarian power.
E746459 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: Robert Hedrock | Statement: [The Weapon Shops of Isher, hasCharacter, Robert Hedrock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Hedrock
Context triple: [The Weapon Shops of Isher, hasCharacter, Robert Hedrock]
  • A. Fred Rister
    Fred Rister was a French DJ and record producer best known for his frequent collaborations with David Guetta on international dance-pop hits.
  • B. Michael Barratt
    Michael Barratt is a Welsh rock and roll singer best known by his stage name Shakin' Stevens, who became one of the UK's most successful chart acts in the 1980s.
  • C. Ron Eldard
    Ron Eldard is an American actor known for his work in film, television, and theater, including roles in projects like "Sleepers," "ER," and "Black Hawk Down."
  • D. Tom Rothrock
    Tom Rothrock is an American record producer and musician known for his work with artists such as James Blunt, Beck, and Elliott Smith.
  • E. Curt Vaughan
    Curt Vaughan is a character in the horror-comedy film "The Cabin in the Woods," portrayed as the stereotypical jock whose behavior is manipulated by external forces.
  • 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: Robert Hedrock
Triple: [The Weapon Shops of Isher, hasCharacter, Robert Hedrock]
Generated description
Robert Hedrock is a mysterious, seemingly immortal figure who secretly leads the Weapon Shops in A. E. van Vogt’s Isher universe, manipulating events across centuries to oppose authoritarian power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Hedrock
Target entity description: Robert Hedrock is a mysterious, seemingly immortal figure who secretly leads the Weapon Shops in A. E. van Vogt’s Isher universe, manipulating events across centuries to oppose authoritarian power.
  • A. Fred Rister
    Fred Rister was a French DJ and record producer best known for his frequent collaborations with David Guetta on international dance-pop hits.
  • B. Michael Barratt
    Michael Barratt is a Welsh rock and roll singer best known by his stage name Shakin' Stevens, who became one of the UK's most successful chart acts in the 1980s.
  • C. Ron Eldard
    Ron Eldard is an American actor known for his work in film, television, and theater, including roles in projects like "Sleepers," "ER," and "Black Hawk Down."
  • D. Tom Rothrock
    Tom Rothrock is an American record producer and musician known for his work with artists such as James Blunt, Beck, and Elliott Smith.
  • E. Curt Vaughan
    Curt Vaughan is a character in the horror-comedy film "The Cabin in the Woods," portrayed as the stereotypical jock whose behavior is manipulated by external forces.
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe57c01f881908cb77c8c834ac08d completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebb5dbfc08190827e8e886a37a8be completed April 2, 2026, 6:54 p.m.
NEDg Description generation batch_69cebcdb197881908eeb6c5e4b225a2c completed April 2, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_69cebd85ad8481909518afd02dbc5358 completed April 2, 2026, 7:03 p.m.
Created at: March 30, 2026, 6:13 p.m.