Triple

T9483181
Position Surface form Disambiguated ID Type / Status
Subject Nicholas Hamilton E228695 entity
Predicate notableWork P4 FINISHED
Object Endless
"Endless" is a film featuring Australian actor Nicholas Hamilton, known for his roles in emotionally driven dramas and genre movies.
E802555 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: Endless | Statement: [Nicholas Hamilton, notableWork, Endless]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Endless
Context triple: [Nicholas Hamilton, notableWork, Endless]
  • A. Endless
    Endless is a visual album by American singer-songwriter Frank Ocean, released in 2016 as a long-form video project that preceded and set the stage for his acclaimed album Blonde.
  • B. Infinite
    Infinite is a masked jackal villain in the Sonic the Hedgehog series, known for wielding the reality-warping Phantom Ruby and serving as a major antagonist in Sonic Forces.
  • C. Infinite
    Infinite is a science fiction action film in which Sophie Cookson appears, centered on a man who discovers his hallucinations are actually memories from past lives.
  • D. Endless Deep
    "Endless Deep" is a lesser-known U2 track that appears as the B-side to their single "Two Hearts Beat As One."
  • E. Boundless
    Boundless is a British television production company known for creating factual and entertainment programming following the rebranding of Talkback Thames.
  • 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: Endless
Triple: [Nicholas Hamilton, notableWork, Endless]
Generated description
"Endless" is a film featuring Australian actor Nicholas Hamilton, known for his roles in emotionally driven dramas and genre movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Endless
Target entity description: "Endless" is a film featuring Australian actor Nicholas Hamilton, known for his roles in emotionally driven dramas and genre movies.
  • A. Endless
    Endless is a visual album by American singer-songwriter Frank Ocean, released in 2016 as a long-form video project that preceded and set the stage for his acclaimed album Blonde.
  • B. Infinite
    Infinite is a masked jackal villain in the Sonic the Hedgehog series, known for wielding the reality-warping Phantom Ruby and serving as a major antagonist in Sonic Forces.
  • C. Infinite
    Infinite is a science fiction action film in which Sophie Cookson appears, centered on a man who discovers his hallucinations are actually memories from past lives.
  • D. Endless Deep
    "Endless Deep" is a lesser-known U2 track that appears as the B-side to their single "Two Hearts Beat As One."
  • E. Boundless
    Boundless is a British television production company known for creating factual and entertainment programming following the rebranding of Talkback Thames.
  • 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_69ca84730a5081908de282651019bf2f completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd804c859081908c261ad16b501f0d completed April 1, 2026, 8:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12d0620608190a6697777ec2eec26 completed April 4, 2026, 3:23 p.m.
NEDg Description generation batch_69d12db5c20881909a7011a3d25dd2b8 completed April 4, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69d12e4f1b9081908e73aa674d1ef0e4 completed April 4, 2026, 3:29 p.m.
Created at: March 30, 2026, 7:55 p.m.