Triple

T11898395
Position Surface form Disambiguated ID Type / Status
Subject Fleetwood Mac E283090 entity
Predicate notableWork P4 FINISHED
Object Heroes Are Hard to Find
"Heroes Are Hard to Find" is a 1974 studio album by British-American rock band Fleetwood Mac, marking their last release before the arrival of Stevie Nicks and Lindsey Buckingham.
E952487 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 Are Hard to Find | Statement: [Fleetwood Mac, notableWork, Heroes Are Hard to Find]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heroes Are Hard to Find
Context triple: [Fleetwood Mac, notableWork, Heroes Are Hard to Find]
  • A. They Come to Us without a Word
    "They Come to Us without a Word" is a multimedia installation and performance work by artist Joan Jonas that layers video, sound, drawing, and live action to explore memory, landscape, and the fragility of the natural world.
  • B. Unto a Good Land
    "Unto a Good Land" is a historical novel by Swedish author Vilhelm Moberg, continuing his epic series about Swedish emigrants struggling to build new lives in 19th-century America.
  • C. The Road Home
    The Road Home is a 1999 Chinese romantic drama film directed by Zhang Yimou, known for its lyrical storytelling and evocative cinematography depicting a young woman's devotion to her beloved.
  • D. The Road Home
    The Road Home is a reflective work by author Sue Smith that explores themes of belonging, personal journey, and the meaning of home.
  • E. God Help the Outcasts
    "God Help the Outcasts" is a poignant ballad sung by the character Esmeralda, expressing compassion for the marginalized and questioning divine justice, from Disney’s *The Hunchback of Notre Dame* musical.
  • 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 Are Hard to Find
Triple: [Fleetwood Mac, notableWork, Heroes Are Hard to Find]
Generated description
"Heroes Are Hard to Find" is a 1974 studio album by British-American rock band Fleetwood Mac, marking their last release before the arrival of Stevie Nicks and Lindsey Buckingham.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heroes Are Hard to Find
Target entity description: "Heroes Are Hard to Find" is a 1974 studio album by British-American rock band Fleetwood Mac, marking their last release before the arrival of Stevie Nicks and Lindsey Buckingham.
  • A. They Come to Us without a Word
    "They Come to Us without a Word" is a multimedia installation and performance work by artist Joan Jonas that layers video, sound, drawing, and live action to explore memory, landscape, and the fragility of the natural world.
  • B. Unto a Good Land
    "Unto a Good Land" is a historical novel by Swedish author Vilhelm Moberg, continuing his epic series about Swedish emigrants struggling to build new lives in 19th-century America.
  • C. The Road Home
    The Road Home is a 1999 Chinese romantic drama film directed by Zhang Yimou, known for its lyrical storytelling and evocative cinematography depicting a young woman's devotion to her beloved.
  • D. The Road Home
    The Road Home is a reflective work by author Sue Smith that explores themes of belonging, personal journey, and the meaning of home.
  • E. God Help the Outcasts
    "God Help the Outcasts" is a poignant ballad sung by the character Esmeralda, expressing compassion for the marginalized and questioning divine justice, from Disney’s *The Hunchback of Notre Dame* musical.
  • 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_69d6ab2a90b08190a4e818821cc93e6d completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8dd13cc10819089d8d5103e562924 completed April 10, 2026, 11:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69f418205b788190a4b1b81d89cf7fff completed May 1, 2026, 3:04 a.m.
NEDg Description generation batch_69f41f1c21388190b6ecb0fd602abb7d completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42283c4cc81909793834ef65d2514 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.