Triple
T13431604
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Popoloca (Oto-Manguean languages) |
E313623
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object | Chocho language |
E728373
|
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: Chocho language | Statement: [Popoloca (Oto-Manguean languages), closelyRelatedTo, Chocho language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chocho language Context triple: [Popoloca (Oto-Manguean languages), closelyRelatedTo, Chocho language]
-
A.
Chocho language
chosen
The Chocho language is an indigenous Oto-Manguean language of central Mexico, traditionally spoken by the Chocho people in parts of Oaxaca.
-
B.
Shekkacho language
The Shekkacho language is an Afroasiatic Omotic language spoken primarily by the Shekka people in the Sheka Zone of southwestern Ethiopia.
-
C.
Chewong language
The Chewong language is an indigenous Austroasiatic language spoken by the Chewong people of Peninsular Malaysia, known for its rich oral tradition and detailed vocabulary related to the forest environment.
-
D.
Chol language
Chol language is a Mayan language spoken by the Chʼol people of southern Mexico, particularly in and around the Lacandon Jungle region of Chiapas.
-
E.
Sa’och language
The Sa’och language is an endangered Austroasiatic language spoken by the Sa’och people of Cambodia and Thailand, belonging to the Pearic branch.
- 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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaed41a5481908800033303224adb |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7398b828c8190a029a5862ae1fded |
completed | May 3, 2026, 12:03 p.m. |
Created at: April 9, 2026, 9:40 p.m.