Triple

T8156142
Position Surface form Disambiguated ID Type / Status
Subject Page Eight E190453 entity
Predicate castMember P1668 FINISHED
Object Liam Thomas
Liam Thomas is an actor known for appearing in the British political thriller film "Page Eight."
E717046 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: Liam Thomas | Statement: [Page Eight, castMember, Liam Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liam Thomas
Context triple: [Page Eight, castMember, Liam Thomas]
  • A. Liam McHugh
    Liam McHugh is an American sportscaster best known for his work as a studio host and anchor on major U.S. sports broadcasts, including NHL and NFL coverage.
  • B. Liam Egan
    Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
  • C. Liam Titcomb
    Liam Titcomb is a Canadian singer-songwriter and multi-instrumentalist known for his folk-pop music and work in television soundtracks.
  • D. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • E. Liam Mullan
    Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
  • 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: Liam Thomas
Triple: [Page Eight, castMember, Liam Thomas]
Generated description
Liam Thomas is an actor known for appearing in the British political thriller film "Page Eight."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liam Thomas
Target entity description: Liam Thomas is an actor known for appearing in the British political thriller film "Page Eight."
  • A. Liam McHugh
    Liam McHugh is an American sportscaster best known for his work as a studio host and anchor on major U.S. sports broadcasts, including NHL and NFL coverage.
  • B. Liam Egan
    Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
  • C. Liam Titcomb
    Liam Titcomb is a Canadian singer-songwriter and multi-instrumentalist known for his folk-pop music and work in television soundtracks.
  • D. Liam Lonergan
    Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
  • E. Liam Mullan
    Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
  • 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_69ca82bfeb6481909d07b91b5cf69f59 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb44d8a37481909397b5cc321b94be completed March 31, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf18c30c8190bdd98c4f0c2d28ea completed April 1, 2026, 6:45 a.m.
NEDg Description generation batch_69ccc37113108190901b02fae92764cf completed April 1, 2026, 7:04 a.m.
NED2 Entity disambiguation (via description) batch_69ccd81bebf8819081b3c4efa5a9ef93 completed April 1, 2026, 8:32 a.m.
Created at: March 30, 2026, 5:37 p.m.