Triple

T590025
Position Surface form Disambiguated ID Type / Status
Subject Van Dyke Parks E17245 entity
Predicate notableWork P4 FINISHED
Object Heroes and Villains – lyrics
Heroes and Villains – lyrics is the surreal, wordplay-rich text Van Dyke Parks wrote for the Beach Boys’ ambitious 1966–67 single “Heroes and Villains,” central to the mythic SMiLE project.
E73856 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 and Villains – lyrics | Statement: [Van Dyke Parks, notableWork, Heroes and Villains – lyrics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heroes and Villains – lyrics
Context triple: [Van Dyke Parks, notableWork, Heroes and Villains – lyrics]
  • 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. Los Héroes
    Los Héroes is a major Santiago Metro station and transfer hub in Chile’s capital city.
  • C. We Can Be Heroes
    We Can Be Heroes is a 2020 family superhero film written and directed by Robert Rodriguez that serves as a standalone follow-up to his earlier movie The Adventures of Sharkboy and Lavagirl.
  • D. Litany
    The Litany is a traditional Christian form of responsive prayer, especially prominent in Anglican worship, consisting of a series of petitions and supplications recited by a leader and answered by the congregation.
  • E. The Valkyries
    "The Valkyries" is a mystical, semi-autobiographical novel by Paulo Coelho that follows a spiritual journey through the Mojave Desert exploring themes of faith, love, and self-discovery.
  • 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 and Villains – lyrics
Triple: [Van Dyke Parks, notableWork, Heroes and Villains – lyrics]
Generated description
Heroes and Villains – lyrics is the surreal, wordplay-rich text Van Dyke Parks wrote for the Beach Boys’ ambitious 1966–67 single “Heroes and Villains,” central to the mythic SMiLE project.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heroes and Villains – lyrics
Target entity description: Heroes and Villains – lyrics is the surreal, wordplay-rich text Van Dyke Parks wrote for the Beach Boys’ ambitious 1966–67 single “Heroes and Villains,” central to the mythic SMiLE project.
  • 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. Los Héroes
    Los Héroes is a major Santiago Metro station and transfer hub in Chile’s capital city.
  • C. We Can Be Heroes
    We Can Be Heroes is a 2020 family superhero film written and directed by Robert Rodriguez that serves as a standalone follow-up to his earlier movie The Adventures of Sharkboy and Lavagirl.
  • D. Litany
    The Litany is a traditional Christian form of responsive prayer, especially prominent in Anglican worship, consisting of a series of petitions and supplications recited by a leader and answered by the congregation.
  • E. The Valkyries
    "The Valkyries" is a mystical, semi-autobiographical novel by Paulo Coelho that follows a spiritual journey through the Mojave Desert exploring themes of faith, love, and self-discovery.
  • 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_69a49379d09c8190ac7e00b24e2810b1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49bb775fc819085b968f8615dca59 completed March 1, 2026, 8:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5103be4b881908fcd20c4c781c0a0 completed March 2, 2026, 4:21 a.m.
NEDg Description generation batch_69a5140f86148190b9f3dd70fa6b0f42 completed March 2, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69a5146662488190b2d9024d6d999fa3 completed March 2, 2026, 4:39 a.m.
Created at: March 1, 2026, 7:33 p.m.