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.