Triple

T1331154
Position Surface form Disambiguated ID Type / Status
Subject Swarm (television series) E28645 entity
Predicate castMember P1668 FINISHED
Object Rory Culkin
Rory Culkin is an American actor known for his work in independent films and television, and as the younger brother of actors Macaulay and Kieran Culkin.
E159705 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: Rory Culkin | Statement: [Swarm (television series), castMember, Rory Culkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rory Culkin
Context triple: [Swarm (television series), castMember, Rory Culkin]
  • A. Asher Angel
    Asher Angel is an American actor and singer best known for his role as Billy Batson in the DC superhero film "Shazam!" and its sequel.
  • B. Noah Keen
    Noah Keen was a British character actor known for his numerous supporting roles in film and television from the 1950s through the 1990s.
  • C. Caleb McLaughlin
    Caleb McLaughlin is an American actor best known for playing Lucas Sinclair in the Netflix science-fiction horror series "Stranger Things."
  • D. Riley Grazer
    Riley Grazer is a child of acclaimed American film and television producer Brian Grazer.
  • E. Josh Hutcherson
    Josh Hutcherson is an American actor best known for his role as Peeta Mellark in "The Hunger Games" film series.
  • 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: Rory Culkin
Triple: [Swarm (television series), castMember, Rory Culkin]
Generated description
Rory Culkin is an American actor known for his work in independent films and television, and as the younger brother of actors Macaulay and Kieran Culkin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rory Culkin
Target entity description: Rory Culkin is an American actor known for his work in independent films and television, and as the younger brother of actors Macaulay and Kieran Culkin.
  • A. Asher Angel
    Asher Angel is an American actor and singer best known for his role as Billy Batson in the DC superhero film "Shazam!" and its sequel.
  • B. Noah Keen
    Noah Keen was a British character actor known for his numerous supporting roles in film and television from the 1950s through the 1990s.
  • C. Caleb McLaughlin
    Caleb McLaughlin is an American actor best known for playing Lucas Sinclair in the Netflix science-fiction horror series "Stranger Things."
  • D. Riley Grazer
    Riley Grazer is a child of acclaimed American film and television producer Brian Grazer.
  • E. Josh Hutcherson
    Josh Hutcherson is an American actor best known for his role as Peeta Mellark in "The Hunger Games" film series.
  • 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1c5f86c819098e98b046968954a completed March 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69acde12d0dc81908a09c0221b8db3f6 completed March 8, 2026, 2:25 a.m.
NEDg Description generation batch_69acde7990b4819082a1bcb50215d4f1 completed March 8, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69acdee2d71481908a735d5685693ca8 completed March 8, 2026, 2:28 a.m.
Created at: March 1, 2026, 7:55 p.m.