Triple
T4363184
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Bowie |
E98709
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
“Heroes”
“Heroes” is a critically acclaimed 1977 art rock song by David Bowie, celebrated for its soaring production and enduring status as one of his signature anthems.
|
E434406
|
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: [David Bowie, notableWork, “Heroes”]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: “Heroes” Context triple: [David Bowie, notableWork, “Heroes”]
-
A.
Los Héroes
Los Héroes is a major Santiago Metro station and transfer hub in Chile’s capital city.
-
B.
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.
-
C.
Every Hero Needs a Villain
Every Hero Needs a Villain is a collaborative hip-hop album by Inspectah Deck, 7L & Esoteric under the group name Czarface, known for its comic book-inspired themes and boom-bap production.
-
D.
Not All Heroes Wear Capes
Not All Heroes Wear Capes is a 2018 debut studio album by American record producer Metro Boomin, featuring a star-studded lineup of hip-hop and trap artists.
-
E.
Kelly's Heroes
Kelly's Heroes is a 1970 World War II comedy war film about a group of American soldiers who go AWOL to rob a bank behind enemy lines.
- 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: [David Bowie, notableWork, “Heroes”]
Generated description
“Heroes” is a critically acclaimed 1977 art rock song by David Bowie, celebrated for its soaring production and enduring status as one of his signature anthems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: “Heroes” Target entity description: “Heroes” is a critically acclaimed 1977 art rock song by David Bowie, celebrated for its soaring production and enduring status as one of his signature anthems.
-
A.
Los Héroes
Los Héroes is a major Santiago Metro station and transfer hub in Chile’s capital city.
-
B.
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.
-
C.
Every Hero Needs a Villain
Every Hero Needs a Villain is a collaborative hip-hop album by Inspectah Deck, 7L & Esoteric under the group name Czarface, known for its comic book-inspired themes and boom-bap production.
-
D.
Not All Heroes Wear Capes
Not All Heroes Wear Capes is a 2018 debut studio album by American record producer Metro Boomin, featuring a star-studded lineup of hip-hop and trap artists.
-
E.
Kelly's Heroes
Kelly's Heroes is a 1970 World War II comedy war film about a group of American soldiers who go AWOL to rob a bank behind enemy lines.
- 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_69b3454c772081908e20173e379e8ebe |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351e5ee308190a9271e73689b4a2b |
completed | March 12, 2026, 11:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dbc68534819095ce62645ca79eff |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5df8336e881908c875b8411c2fe4d |
completed | March 14, 2026, 10:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e0ded0288190b615364e9ae10821 |
completed | March 14, 2026, 10:27 p.m. |
Created at: March 12, 2026, 11:16 p.m.