Triple
T7645561
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mixe–Zoquean languages |
E173110
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object | Popoluca languages |
E323787
|
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: Popoluca languages | Statement: [Mixe–Zoquean languages, hasSubfamily, Popoluca languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Popoluca languages Context triple: [Mixe–Zoquean languages, hasSubfamily, Popoluca languages]
-
A.
Popoluca languages
chosen
Popoluca languages are a group of indigenous Mesoamerican languages spoken in southeastern Mexico, primarily in the state of Veracruz, belonging to several distinct language families.
-
B.
Totonac languages
Totonac languages are an indigenous language family of eastern Mexico spoken primarily by the Totonac people in the states of Veracruz, Puebla, and Hidalgo.
-
C.
Mazatec languages
The Mazatec languages are a group of closely related indigenous Otomanguean languages spoken primarily by the Mazatec people in the northern region of Oaxaca, 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.
Tarahumaran languages
The Tarahumaran languages are a small group of closely related Uto-Aztecan languages spoken primarily by the Tarahumara (Rarámuri) people in northern Mexico.
- 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_69c6995360188190968ee57b72a1627f |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6faf2aa1c8190945a691e46300ef2 |
completed | March 27, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7b5f1a48190b409230029c96fa8 |
completed | March 29, 2026, 6:33 a.m. |
Created at: March 27, 2026, 3:58 p.m.