Triple

T7729910
Position Surface form Disambiguated ID Type / Status
Subject Agents of S.H.I.E.L.D. E175222 entity
Predicate stars P1956 FINISHED
Object Iain De Caestecker
Iain De Caestecker is a Scottish actor best known for his role as Leo Fitz in the Marvel television series "Agents of S.H.I.E.L.D."
E688057 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: Iain De Caestecker | Statement: [Agents of S.H.I.E.L.D., stars, Iain De Caestecker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iain De Caestecker
Context triple: [Agents of S.H.I.E.L.D., stars, Iain De Caestecker]
  • A. Brendan Hunt
    Brendan Hunt is an American actor, writer, and comedian best known for co-creating and starring in the acclaimed television series "Ted Lasso."
  • B. Ethan Embry
    Ethan Embry is an American actor known for his roles in 1990s films such as "Empire Records," "Can't Hardly Wait," and various television series.
  • C. Kyle Labine
    Kyle Labine is a Canadian actor known for his work in film and television and as the brother of fellow actor Tyler Labine.
  • D. Daniel Kraus
    Daniel Kraus is an American author and screenwriter known for his dark fantasy and horror works, including collaborations with Guillermo del Toro such as the novelization of The Shape of Water and the source material for Trollhunters: Tales of Arcadia.
  • E. Nicholas Woodeson
    Nicholas Woodeson is a British character actor known for his work in film, television, and theatre, including roles in productions such as "Skyfall," "Rome," and "The Death of Stalin."
  • 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: Iain De Caestecker
Triple: [Agents of S.H.I.E.L.D., stars, Iain De Caestecker]
Generated description
Iain De Caestecker is a Scottish actor best known for his role as Leo Fitz in the Marvel television series "Agents of S.H.I.E.L.D."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iain De Caestecker
Target entity description: Iain De Caestecker is a Scottish actor best known for his role as Leo Fitz in the Marvel television series "Agents of S.H.I.E.L.D."
  • A. Brendan Hunt
    Brendan Hunt is an American actor, writer, and comedian best known for co-creating and starring in the acclaimed television series "Ted Lasso."
  • B. Ethan Embry
    Ethan Embry is an American actor known for his roles in 1990s films such as "Empire Records," "Can't Hardly Wait," and various television series.
  • C. Kyle Labine
    Kyle Labine is a Canadian actor known for his work in film and television and as the brother of fellow actor Tyler Labine.
  • D. Daniel Kraus
    Daniel Kraus is an American author and screenwriter known for his dark fantasy and horror works, including collaborations with Guillermo del Toro such as the novelization of The Shape of Water and the source material for Trollhunters: Tales of Arcadia.
  • E. Nicholas Woodeson
    Nicholas Woodeson is a British character actor known for his work in film, television, and theatre, including roles in productions such as "Skyfall," "Rome," and "The Death of Stalin."
  • 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_69c6995e912c81909a49a2657103f786 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c703358cf881909df8496d943d6de7 completed March 27, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8c7c12e0081908eb984ba9bc558ff completed March 29, 2026, 6:33 a.m.
NEDg Description generation batch_69c8cd513fdc8190bc24cc42181a2a76 completed March 29, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69c8cf25255c8190acccf30dfd75296f completed March 29, 2026, 7:05 a.m.
Created at: March 27, 2026, 4:06 p.m.