Triple
T8191621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lyle Campbell |
E191322
|
entity |
| Predicate | fieldOfWork |
P3
|
FINISHED |
| Object | Uto-Aztecan languages |
E16654
|
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: Uto-Aztecan languages | Statement: [Lyle Campbell, fieldOfWork, Uto-Aztecan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Uto-Aztecan languages Context triple: [Lyle Campbell, fieldOfWork, Uto-Aztecan languages]
-
A.
Uto-Aztecan
chosen
Uto-Aztecan is a large Native American language family of the Western United States and Mexico that includes languages such as Nahuatl, Hopi, and Ute.
-
B.
Proto-Uto-Aztecan
Proto-Uto-Aztecan is the reconstructed common ancestor language from which all modern Uto-Aztecan languages are derived.
-
C.
Proto-Southern Uto-Aztecan
Proto-Southern Uto-Aztecan is the reconstructed ancestral language from which all Southern Uto-Aztecan languages are derived.
-
D.
Northern Uto-Aztecan
Northern Uto-Aztecan is a major branch of the Uto-Aztecan language family that includes several indigenous languages spoken primarily in the southwestern United States and northern Mexico.
-
E.
Aztecan languages
Aztecan languages are a subgroup of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken in central Mexico and surrounding regions.
- 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_69ca82c5b6948190a583c096fb0a6c71 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4da4a6f08190be8088a28d928341 |
completed | March 31, 2026, 4:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cced979d408190851088c6d3f4df24 |
completed | April 1, 2026, 10:04 a.m. |
Created at: March 30, 2026, 5:42 p.m.