Triple
T1631114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Neptunes |
E35257
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object | Chad Hugo |
E45125
|
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: Chad Hugo | Statement: [The Neptunes, member, Chad Hugo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chad Hugo Context triple: [The Neptunes, member, Chad Hugo]
-
A.
Chad Hugo
chosen
Chad Hugo is an American record producer, multi-instrumentalist, and songwriter best known as one half of the influential production duo The Neptunes, alongside Pharrell Williams.
-
B.
Chad Marshall
Chad Marshall is a retired American soccer defender best known for his long MLS career, particularly with the Columbus Crew and Seattle Sounders, during which he became one of the league’s most decorated and reliable center backs.
-
C.
Heath Shuler
Heath Shuler is a former NFL quarterback who later served as a Democratic U.S. Representative for North Carolina’s 11th congressional district.
-
D.
Tom Geismar
Tom Geismar is an American graphic designer renowned for his pioneering work in corporate identity and logo design, including co-founding the influential design firm Chermayeff & Geismar.
-
E.
Chase Gioberti
Chase Gioberti is a central character in the 1980s American prime-time soap opera "Falcon Crest," known as a principled vineyard owner who often clashes with his powerful family over control of their wine empire.
- 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_69a886036bc081909ff5de16dbe5e8ea |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a909f5ae98819091ce5e00eb4256a2 |
completed | March 5, 2026, 4:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad6815c4588190bccfbece8f22c1a1 |
completed | March 8, 2026, 12:14 p.m. |
Created at: March 4, 2026, 7:28 p.m.