Triple
T13754154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Margouleff |
E330430
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Talking Book |
E64406
|
NE FINISHED |
How this triple was built (2 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: Talking Book | Statement: [Robert Margouleff, notableWork, Talking Book]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talking Book Context triple: [Robert Margouleff, notableWork, Talking Book]
-
A.
Talking Book
chosen
"Talking Book" is a landmark 1972 soul and funk album by Stevie Wonder, celebrated for its innovative use of synthesizers and classic tracks like "Superstition" and "You Are the Sunshine of My Life."
-
B.
album "Talking Book"
"Talking Book" is a landmark 1972 soul and funk album by Stevie Wonder, noted for its innovative use of synthesizers and hits like "Superstition" and "You Are the Sunshine of My Life."
-
C.
Whispers
Whispers is a bestselling horror-thriller novel by Dean Koontz that blends psychological suspense with supernatural overtones.
-
D.
Whispers
Whispers is a musical artist known for collaborating with Styles David on the project "Ghost Your Enthusiasm."
-
E.
Make Yourself
Make Yourself is a 1999 alternative rock album by Incubus that blends funk, metal, and electronic influences and features the hit single "Drive."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c573f288190aa2403d484fa3d49 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02179c948190a652cc8c586e418f |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb64655b08190befaf404ef378a8c |
completed | May 7, 2026, 3:56 p.m. |
Created at: April 9, 2026, 10:09 p.m.