Triple
T9948359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chocho |
E195262
|
entity |
| Predicate | isMemberOf |
P10
|
FINISHED |
| Object | Oto-Manguean language family |
E37554
|
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: Oto-Manguean language family | Statement: [Chocho, isMemberOf, Oto-Manguean language family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oto-Manguean language family Context triple: [Chocho, isMemberOf, Oto-Manguean language family]
-
A.
Oto-Manguean languages
chosen
The Oto-Manguean languages are a large and ancient family of indigenous languages of Mesoamerica, spoken primarily in central and southern Mexico and known for their complex tonal systems and significant cultural history.
-
B.
Tucanoan languages
The Tucanoan languages are a family of indigenous languages spoken primarily in the northwestern Amazon Basin of Colombia, Brazil, and Peru, known for complex evidentiality systems and extensive multilingualism among their speakers.
-
C.
Barbacoan languages
The Barbacoan languages are a small family of indigenous languages spoken primarily in Colombia and Ecuador, known for their complex phonology and close association with the Andean and northwestern South American cultural area.
-
D.
Nambikwara languages
The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
-
E.
Chiquitano language family
The Chiquitano language family is a small indigenous language group of lowland Bolivia, centered on the Chiquitano people and their historically missionized region in eastern Santa Cruz.
- 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_69d299e3d5fc8190a953be3ebd8250e6 |
completed | April 5, 2026, 5:20 p.m. |
Created at: March 30, 2026, 8:45 p.m.