Triple

T20542115
Position Surface form Disambiguated ID Type / Status
Subject Nicholas D'Agosto E504365 entity
Predicate notableWork P4 FINISHED
Object Heroes
Heroes is an American science fiction television series that follows ordinary people who discover they have extraordinary abilities and become entangled in a larger, interconnected destiny.
E260911 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: Heroes | Statement: [Nicholas D'Agosto, notableWork, Heroes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heroes
Context triple: [Nicholas D'Agosto, notableWork, Heroes]
  • A. Heroes
    "Heroes" is a stage play best known in English for its adaptation by Tom Stoppard of Gérald Sibleyras’s French comedy about three World War I veterans in a retirement home.
  • B. Heroes
    "Heroes" is a 1977 American drama film starring Henry Winkler and Sally Field, with Malcolm McDowell in a supporting role, about a troubled Vietnam War veteran searching for purpose after returning home.
  • C. Heroes
    Heroes is a play by English dramatist Thomas Dekker, recognized as part of his contribution to early modern Elizabethan and Jacobean theatre.
  • D. Heroes
    "Heroes" is a rock cover of David Bowie's iconic anthem, performed by the supergroup Hollywood Vampires.
  • E. Heroes
    "Heroes" is a 1977 art rock song by David Bowie, renowned for its soaring, emotive sound and status as one of his most iconic and influential works.
  • 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: Heroes
Triple: [Nicholas D'Agosto, notableWork, Heroes]
Generated description
Heroes is an American science fiction television series that follows ordinary people who discover they have extraordinary abilities and become entangled in a larger, interconnected destiny.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heroes
Target entity description: Heroes is an American science fiction television series that follows ordinary people who discover they have extraordinary abilities and become entangled in a larger, interconnected destiny.
  • A. Heroes chosen
    Heroes is an American science fiction television series that follows ordinary people who discover they have extraordinary superhuman abilities and become entangled in a larger, interconnected destiny.
  • B. Heroes
    Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
  • C. Heroes
    "Heroes" is a 1977 American drama film starring Henry Winkler and Sally Field, with Malcolm McDowell in a supporting role, about a troubled Vietnam War veteran searching for purpose after returning home.
  • D. Heroes
    Heroes is a play by English dramatist Thomas Dekker, recognized as part of his contribution to early modern Elizabethan and Jacobean theatre.
  • E. Heroes
    "Heroes" is a stage play best known in English for its adaptation by Tom Stoppard of Gérald Sibleyras’s French comedy about three World War I veterans in a retirement home.
  • F. None of above.

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_69e0b4b476648190bc6019622ae54d3c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a292dd1c8190b5c3031f3b44eb52 completed April 20, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a56b9b3081908786edd7c6867c98 completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a6439bc08190a2df7f1f7b24fadb completed May 16, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_6a08a70118dc8190bdf07bcc3342340e completed May 16, 2026, 5:18 p.m.
Created at: April 16, 2026, 11:37 a.m.