Triple
T18626925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Pedro Huamelula Chontal |
E455307
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Chontal language continuum
The Chontal language continuum is a group of closely related indigenous Oto-Manguean languages spoken in parts of Oaxaca, Mexico, whose varieties form a gradual spectrum of mutual intelligibility rather than a single uniform language.
|
E1335016
|
NE FINISHED |
How this triple was built (4 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: Chontal language continuum | Statement: [San Pedro Huamelula Chontal, partOf, Chontal language continuum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chontal language continuum Context triple: [San Pedro Huamelula Chontal, partOf, Chontal language continuum]
-
A.
Nahuatl language continuum
The Nahuatl language continuum is a group of closely related Uto-Aztecan languages and dialects historically spoken by the Nahua peoples of central Mexico and still used by over a million speakers today.
-
B.
Tzeltalan languages
The Tzeltalan languages are a small branch of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including varieties such as Tzeltal, Tzotzil, and Tojolabal.
-
C.
Usila Chinantec
Usila Chinantec is an indigenous Chinantecan language spoken primarily in the region around San Felipe Usila in Oaxaca, Mexico.
-
D.
Lacandon Maya language
The Lacandon Maya language is an indigenous Mayan language spoken by the Lacandon people of southeastern Mexico, known for preserving many archaic features of the Mayan language family.
-
E.
Huastecan languages
The Huastecan languages are a small branch of the Mayan language family spoken primarily in northeastern Mexico by the Huastec (Wastek) people.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Chontal language continuum Triple: [San Pedro Huamelula Chontal, partOf, Chontal language continuum]
Generated description
The Chontal language continuum is a group of closely related indigenous Oto-Manguean languages spoken in parts of Oaxaca, Mexico, whose varieties form a gradual spectrum of mutual intelligibility rather than a single uniform language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chontal language continuum Target entity description: The Chontal language continuum is a group of closely related indigenous Oto-Manguean languages spoken in parts of Oaxaca, Mexico, whose varieties form a gradual spectrum of mutual intelligibility rather than a single uniform language.
-
A.
Nahuatl language continuum
The Nahuatl language continuum is a group of closely related Uto-Aztecan languages and dialects historically spoken by the Nahua peoples of central Mexico and still used by over a million speakers today.
-
B.
Tzeltalan languages
The Tzeltalan languages are a small branch of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including varieties such as Tzeltal, Tzotzil, and Tojolabal.
-
C.
Usila Chinantec
Usila Chinantec is an indigenous Chinantecan language spoken primarily in the region around San Felipe Usila in Oaxaca, Mexico.
-
D.
Lacandon Maya language
The Lacandon Maya language is an indigenous Mayan language spoken by the Lacandon people of southeastern Mexico, known for preserving many archaic features of the Mayan language family.
-
E.
Huastecan languages
The Huastecan languages are a small branch of the Mayan language family spoken primarily in northeastern Mexico by the Huastec (Wastek) people.
- F. None of above. chosen
Provenance (5 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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54f0581f0819083c1aba9fb85f6a7 |
completed | April 19, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050d7a6f048190832624811bb8e2ea |
completed | May 13, 2026, 11:47 p.m. |
| NEDg | Description generation | batch_6a05102a5ba481908d94f38540ed9fc8 |
completed | May 13, 2026, 11:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0510ae8a208190abd0209218dbe2f5 |
completed | May 14, 2026, midnight |
Created at: April 10, 2026, 11:46 a.m.