Triple

T15761396
Position Surface form Disambiguated ID Type / Status
Subject Madeline Zima E382104 entity
Predicate appearedIn P795 FINISHED
Object Heroes
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.
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: [Madeline Zima, appearedIn, Heroes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heroes
Context triple: [Madeline Zima, appearedIn, Heroes]
  • A. 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.
  • B. Heroes
    "Heroes" is a rock cover of David Bowie's iconic anthem, performed by the supergroup Hollywood Vampires.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: [Madeline Zima, appearedIn, Heroes]
Generated description
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.
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 superhuman 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 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.
  • 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.

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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e050b52c548190a0ffa4493a4eb15c completed April 16, 2026, 3 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff9099335c8190b6f0fb336b3dc212 completed May 9, 2026, 7:52 p.m.
NEDg Description generation batch_69ff93463d348190bd2c4cbd58bb2154 completed May 9, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff93b6321c8190baaee806dca1f73c completed May 9, 2026, 8:06 p.m.
Created at: April 10, 2026, 4:47 a.m.