Triple
T2357649
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maarenga’yam |
E47193
|
entity |
| Predicate | languageFamily |
P1047
|
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: [Maarenga’yam, languageFamily, Uto-Aztecan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Uto-Aztecan languages Context triple: [Maarenga’yam, languageFamily, 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.
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.
-
D.
Chinantecan languages
The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
-
E.
Puebloan languages
Puebloan languages are a group of Native American languages traditionally spoken by the Pueblo peoples of the Southwestern United States, including languages such as Keresan, Tanoan, and Zuni.
- 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_69a88a1a4a6081908645b0f2914521ab |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc71f767481908dfa9be209ea3c5a |
completed | March 7, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0913e748190bbb5c54b86b415bd |
completed | March 9, 2026, 4:08 p.m. |
Created at: March 4, 2026, 7:55 p.m.