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.