Triple
T9948345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chocho |
E195262
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object | Popolocan language group |
E799679
|
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: Popolocan language group | Statement: [Chocho, isPartOf, Popolocan language group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Popolocan language group Context triple: [Chocho, isPartOf, Popolocan language group]
-
A.
Popolocan language
chosen
The Popolocan languages are a subgroup of the Oto-Manguean language family spoken by indigenous Popoloca peoples in central Mexico.
-
B.
Nahuatl-speaking peoples
The Nahuatl-speaking peoples are Indigenous groups of central Mexico, including the Aztecs and their descendants, whose Nahuatl language and traditions have profoundly shaped Mesoamerican history and culture.
-
C.
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.
-
D.
Tlapanecan languages
Tlapanecan languages are a small subgroup of indigenous Mesoamerican languages spoken primarily in Guerrero, Mexico, and classified within the larger Oto-Manguean language family.
-
E.
Popoloca
Popoloca is an indigenous language of central Mexico belonging to the Oto-Manguean family and spoken by the Popoloca people of Puebla.
- 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_69ca82e96a108190932bd1fc4acd73a0 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb659307c81908279adb641ceef86 |
completed | April 2, 2026, 12:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23d5c6fdc81909b44d0b321201222 |
completed | April 5, 2026, 10:45 a.m. |
Created at: March 30, 2026, 8:45 p.m.