Triple
T18840583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | If Only You Knew |
E460782
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Bobby Martin
Bobby Martin was an American record producer and arranger best known for his influential work on classic Philadelphia soul recordings.
|
E1345371
|
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: Bobby Martin | Statement: [If Only You Knew, producer, Bobby Martin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Martin Context triple: [If Only You Knew, producer, Bobby Martin]
-
A.
Bobby Martin
Bobby Martin is a fictional member of the Martin family featured in the long-running American soap opera "All My Children."
-
B.
Bobby Lester
Bobby Lester was an American singer best known as a member of the Chicago soul and R&B group The Chi-Lites.
-
C.
Bobby Jaspar
Bobby Jaspar was a Belgian jazz saxophonist, flutist, and composer known for his cool-toned, lyrical playing and influential work in the European and American jazz scenes of the 1950s.
-
D.
Bobby Hatfield
Bobby Hatfield was an American singer best known as one half of the blue-eyed soul duo The Righteous Brothers, renowned for his powerful tenor voice.
-
E.
Bobby Creekwater
Bobby Creekwater is an American rapper from Atlanta known for his association with Shady Records and collaborations with Eminem.
- 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: Bobby Martin Triple: [If Only You Knew, producer, Bobby Martin]
Generated description
Bobby Martin was an American record producer and arranger best known for his influential work on classic Philadelphia soul recordings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobby Martin Target entity description: Bobby Martin was an American record producer and arranger best known for his influential work on classic Philadelphia soul recordings.
-
A.
Bobby Martin
Bobby Martin is a fictional member of the Martin family featured in the long-running American soap opera "All My Children."
-
B.
Bobby Lester
Bobby Lester was an American singer best known as a member of the Chicago soul and R&B group The Chi-Lites.
-
C.
Bobby Jaspar
Bobby Jaspar was a Belgian jazz saxophonist, flutist, and composer known for his cool-toned, lyrical playing and influential work in the European and American jazz scenes of the 1950s.
-
D.
Bobby Hatfield
Bobby Hatfield was an American singer best known as one half of the blue-eyed soul duo The Righteous Brothers, renowned for his powerful tenor voice.
-
E.
Bobby Creekwater
Bobby Creekwater is an American rapper from Atlanta known for his association with Shady Records and collaborations with Eminem.
- 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_69d8dcfa11e4819090ab1ef5bdcd2b2e |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5b8e8f57081909edbbcaf56189816 |
completed | April 20, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05676f2c248190900d4ddf535b27f8 |
completed | May 14, 2026, 6:10 a.m. |
| NEDg | Description generation | batch_6a056a5a0e008190ae82ecd8bcca06a6 |
completed | May 14, 2026, 6:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a056ac05c0881908e2e476fe9ac74c8 |
completed | May 14, 2026, 6:25 a.m. |
Created at: April 10, 2026, 11:56 a.m.