Triple
T23164795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heatmiser |
E578684
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Neil Gust
Neil Gust is an American musician and songwriter best known as a co-founder and guitarist of the 1990s indie rock band Heatmiser alongside Elliott Smith.
|
E1572853
|
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: Neil Gust | Statement: [Heatmiser, member, Neil Gust]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neil Gust Context triple: [Heatmiser, member, Neil Gust]
-
A.
Neal Tiemann
Neal Tiemann is an American guitarist best known for his work in metal and hard rock bands, including his role in DevilDriver.
-
B.
Neil Kopp
Neil Kopp is an American film producer known for his work on acclaimed independent films, including the thriller "Green Room."
-
C.
Ian Hultquist
Ian Hultquist is an American composer and musician best known for his film and television scores and as a founding member and former keyboardist of the indie pop band Passion Pit.
-
D.
Michael Christensen
Michael Christensen is a Danish professional racing driver known for competing in international sports car and endurance racing events, including the FIA World Endurance Championship.
-
E.
Nick Guthe
Nick Guthe is an American film director and screenwriter best known for his dark comedy film "Mini's First Time."
- 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: Neil Gust Triple: [Heatmiser, member, Neil Gust]
Generated description
Neil Gust is an American musician and songwriter best known as a co-founder and guitarist of the 1990s indie rock band Heatmiser alongside Elliott Smith.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neil Gust Target entity description: Neil Gust is an American musician and songwriter best known as a co-founder and guitarist of the 1990s indie rock band Heatmiser alongside Elliott Smith.
-
A.
Neal Tiemann
Neal Tiemann is an American guitarist best known for his work in metal and hard rock bands, including his role in DevilDriver.
-
B.
Neil Kopp
Neil Kopp is an American film producer known for his work on acclaimed independent films, including the thriller "Green Room."
-
C.
Ian Hultquist
Ian Hultquist is an American composer and musician best known for his film and television scores and as a founding member and former keyboardist of the indie pop band Passion Pit.
-
D.
Michael Christensen
Michael Christensen is a Danish professional racing driver known for competing in international sports car and endurance racing events, including the FIA World Endurance Championship.
-
E.
Nick Guthe
Nick Guthe is an American film director and screenwriter best known for his dark comedy film "Mini's First Time."
- 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_69e245fc75348190a0288401044c8af8 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18f2b0414819081f9c2d6b8c88421 |
completed | April 29, 2026, 4:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30a4760881908b4e306b896df80e |
completed | May 19, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_6a0c32ab76988190917b76806a6c2c80 |
completed | May 19, 2026, 9:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c3335e83c8190a9bee47e86215c05 |
completed | May 19, 2026, 9:53 a.m. |
Created at: April 17, 2026, 4:03 p.m.