Triple
T15225409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Anomoanon |
E363864
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
David Heumann
David Heumann is an American indie rock musician and guitarist best known as the frontman of the band Arboretum and for his work in various Louisville-related projects.
|
E1182232
|
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: David Heumann | Statement: [The Anomoanon, hasMember, David Heumann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Heumann Context triple: [The Anomoanon, hasMember, David Heumann]
-
A.
Richard Gehman
Richard Gehman was an American journalist and prolific magazine and nonfiction writer active in the mid-20th century.
-
B.
Michael Jaffe
Michael Jaffe is an American television and film producer known for his work on numerous TV movies, series, and feature films.
-
C.
Daniel Ullman
Daniel Ullman was an American screenwriter known for his work on mid-20th-century genre films, particularly Westerns and thrillers.
-
D.
Michael Shuman
Michael Shuman is an American musician best known as the bassist for the rock band Queens of the Stone Age.
-
E.
Douglas Meyer
Douglas Meyer is a theatrical producer best known for his work on the Broadway musical adaptation of "The Wedding Singer."
- 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: David Heumann Triple: [The Anomoanon, hasMember, David Heumann]
Generated description
David Heumann is an American indie rock musician and guitarist best known as the frontman of the band Arboretum and for his work in various Louisville-related projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Heumann Target entity description: David Heumann is an American indie rock musician and guitarist best known as the frontman of the band Arboretum and for his work in various Louisville-related projects.
-
A.
Richard Gehman
Richard Gehman was an American journalist and prolific magazine and nonfiction writer active in the mid-20th century.
-
B.
Michael Jaffe
Michael Jaffe is an American television and film producer known for his work on numerous TV movies, series, and feature films.
-
C.
Daniel Ullman
Daniel Ullman was an American screenwriter known for his work on mid-20th-century genre films, particularly Westerns and thrillers.
-
D.
Michael Shuman
Michael Shuman is an American musician best known as the bassist for the rock band Queens of the Stone Age.
-
E.
Douglas Meyer
Douglas Meyer is a theatrical producer best known for his work on the Broadway musical adaptation of "The Wedding Singer."
- 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_69d85a0ce24c81909c4d3b6475548c95 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0078bb32881909927561c6c072546 |
completed | April 15, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb02f505c81908e3982b67456e81c |
completed | May 9, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69ffb0be9fa88190ab691c4c1d845ea9 |
completed | May 9, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb12f3e4c8190be983f00ae1d5160 |
completed | May 9, 2026, 10:11 p.m. |
Created at: April 10, 2026, 3:12 a.m.