Triple

T12444806
Position Surface form Disambiguated ID Type / Status
Subject Grant Ward (MCU) E297371 entity
Predicate fullName P16 FINISHED
Object Grant Douglas Ward
Grant Douglas Ward is a central antagonist in Marvel's Agents of S.H.I.E.L.D., a highly skilled S.H.I.E.L.D. operative who is later revealed as a double agent for Hydra.
 E985071 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: Grant Douglas Ward | Statement: [Grant Ward (MCU), fullName, Grant Douglas Ward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grant Douglas Ward
Context triple: [Grant Ward (MCU), fullName, Grant Douglas Ward]
  • A. William Dennis Weaver
    William Dennis Weaver was an American actor best known for his roles in the television series "Gunsmoke" and "McCloud," as well as the film "Duel."
  • B. John Grey
    John Grey is a central character in Anthony Trollope’s novel "Can You Forgive Her?", portrayed as a principled, reserved country gentleman whose steadfast love and moral integrity contrast with the heroine’s indecision.
  • C. John Grey
    John Grey is a writer best known for his work on the film "The Freshman."
  • D. John Wood
    John Wood was a British character actor known for his distinguished stage and screen career, including roles in films such as "Jumpin' Jack Flash" and "WarGames."
  • E. John Wood
    John Wood was an early 19th-century linguist and documenter known for recording and preserving the Nottoway (Cheroenhaka) language.
  • 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: Grant Douglas Ward
Triple: [Grant Ward (MCU), fullName, Grant Douglas Ward]
Generated description
Grant Douglas Ward is a central antagonist in Marvel's Agents of S.H.I.E.L.D., a highly skilled S.H.I.E.L.D. operative who is later revealed as a double agent for Hydra.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grant Douglas Ward
Target entity description: Grant Douglas Ward is a central antagonist in Marvel's Agents of S.H.I.E.L.D., a highly skilled S.H.I.E.L.D. operative who is later revealed as a double agent for Hydra.
  • A. William Dennis Weaver
    William Dennis Weaver was an American actor best known for his roles in the television series "Gunsmoke" and "McCloud," as well as the film "Duel."
  • B. John Grey
    John Grey is a central character in Anthony Trollope’s novel "Can You Forgive Her?", portrayed as a principled, reserved country gentleman whose steadfast love and moral integrity contrast with the heroine’s indecision.
  • C. John Grey
    John Grey is a writer best known for his work on the film "The Freshman."
  • D. John Wood
    John Wood was an early 19th-century linguist and documenter known for recording and preserving the Nottoway (Cheroenhaka) language.
  • E. John Wood
    John Wood was a British character actor known for his distinguished stage and screen career, including roles in films such as "Jumpin' Jack Flash" and "WarGames."
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d8fd9848190a83410353d88ea8d completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f132d048190b58a8381bdc74cad completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6415f11d88190a9f77eb1890f76ef completed May 2, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69f64231606481909b8dd9d878670a6c completed May 2, 2026, 6:28 p.m.
Created at: April 8, 2026, 9:55 p.m.