Triple
T15259099
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Natural History |
E364725
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
J. Robbins
J. Robbins is an American musician and record producer known for his work with influential indie and post-hardcore bands such as Jawbox and Burning Airlines.
|
E1146989
|
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: J. Robbins | Statement: [Natural History, producer, J. Robbins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: J. Robbins Context triple: [Natural History, producer, J. Robbins]
-
A.
Michael Lembeck
Michael Lembeck is an American director and actor best known for his work on family comedies and popular television series such as "Friends."
-
B.
Terry Dubrow
Terry Dubrow is an American plastic surgeon and television personality best known for co-hosting the reality series "Botched" and appearing on various other medical and lifestyle TV shows.
-
C.
Daniel Robbins
Daniel Robbins is an American software developer best known as the founder and chief architect of the Gentoo Linux distribution.
-
D.
J.D. Roth
J.D. Roth is an American television producer and host best known for creating and producing numerous reality and game shows, including weight-loss and competition series.
-
E.
David Robbins
David Robbins is a composer best known for his film scores, including his work on the soundtrack for "Dead Man Walking."
- 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: J. Robbins Triple: [Natural History, producer, J. Robbins]
Generated description
J. Robbins is an American musician and record producer known for his work with influential indie and post-hardcore bands such as Jawbox and Burning Airlines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: J. Robbins Target entity description: J. Robbins is an American musician and record producer known for his work with influential indie and post-hardcore bands such as Jawbox and Burning Airlines.
-
A.
Michael Lembeck
Michael Lembeck is an American director and actor best known for his work on family comedies and popular television series such as "Friends."
-
B.
Terry Dubrow
Terry Dubrow is an American plastic surgeon and television personality best known for co-hosting the reality series "Botched" and appearing on various other medical and lifestyle TV shows.
-
C.
Daniel Robbins
Daniel Robbins is an American software developer best known as the founder and chief architect of the Gentoo Linux distribution.
-
D.
J.D. Roth
J.D. Roth is an American television producer and host best known for creating and producing numerous reality and game shows, including weight-loss and competition series.
-
E.
David Robbins
David Robbins is a composer best known for his film scores, including his work on the soundtrack for "Dead Man Walking."
- 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_69d85a0f08408190b3c3259ae35d79d2 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0084d11148190919eef8e55569bb9 |
completed | April 15, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5f9a0708190bc429692788a63d7 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee6b1a29481908c5c945ef801468d |
completed | May 9, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee7b5e3f0819091246455e239996a |
completed | May 9, 2026, 7:52 a.m. |
Created at: April 10, 2026, 3:13 a.m.