Triple
T428966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quechan people |
E9671
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object | Cochimí–Yuman language family |
E15676
|
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: Cochimí–Yuman language family | Statement: [Quechan people, languageFamily, Cochimí–Yuman language family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cochimí–Yuman language family Context triple: [Quechan people, languageFamily, Cochimí–Yuman language family]
-
A.
Yuman–Cochimí languages
chosen
Yuman–Cochimí languages are a group of closely related Indigenous languages historically spoken in the Baja California Peninsula and the lower Colorado River region of northwestern Mexico and the southwestern United States.
-
B.
Uto-Aztecan
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.
-
C.
Nahuan languages
The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
-
D.
Marquesic languages
Marquesic languages are a subgroup of the Austronesian language family spoken primarily in the Marquesas Islands and surrounding regions of Polynesia.
-
E.
Hokan languages
Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
- 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_69a2e801e1d48190b505d1dd336b52ac |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2eeecb64c81908c5c83ef7c0181e6 |
completed | Feb. 28, 2026, 1:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a43e6ea6b08190b80a73d43af4a269 |
completed | March 1, 2026, 1:26 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.