Triple
T1728486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oto-Manguean languages |
E37554
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object |
Chatino languages
The Chatino languages are a group of closely related indigenous Mesoamerican languages spoken primarily in Oaxaca, Mexico, known for their complex tonal systems and significant dialect diversity.
|
E193682
|
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: Chatino languages | Statement: [Oto-Manguean languages, hasSubfamily, Chatino languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chatino languages Context triple: [Oto-Manguean languages, hasSubfamily, Chatino languages]
-
A.
Diegueño language
The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
-
B.
Ho-Chunk language
The Ho-Chunk language is a Native American Siouan language traditionally spoken by the Ho-Chunk people of Wisconsin and Nebraska, known for its complex verb morphology and ongoing revitalization efforts.
-
C.
Chemehuevi language
Chemehuevi language is a critically endangered Uto-Aztecan language traditionally spoken by the Chemehuevi people of the Great Basin region in the southwestern United States.
-
D.
Quechan language
The Quechan language is a Native American language spoken by the Quechan (Yuma) people of the lower Colorado River region in the southwestern United States.
-
E.
Chatino people
The Chatino people are an indigenous Mesoamerican group of southern Mexico with their own distinct Oto-Manguean language and rich traditional culture.
- 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: Chatino languages Triple: [Oto-Manguean languages, hasSubfamily, Chatino languages]
Generated description
The Chatino languages are a group of closely related indigenous Mesoamerican languages spoken primarily in Oaxaca, Mexico, known for their complex tonal systems and significant dialect diversity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chatino languages Target entity description: The Chatino languages are a group of closely related indigenous Mesoamerican languages spoken primarily in Oaxaca, Mexico, known for their complex tonal systems and significant dialect diversity.
-
A.
Diegueño language
The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
-
B.
Ho-Chunk language
The Ho-Chunk language is a Native American Siouan language traditionally spoken by the Ho-Chunk people of Wisconsin and Nebraska, known for its complex verb morphology and ongoing revitalization efforts.
-
C.
Chemehuevi language
Chemehuevi language is a critically endangered Uto-Aztecan language traditionally spoken by the Chemehuevi people of the Great Basin region in the southwestern United States.
-
D.
Quechan language
The Quechan language is a Native American language spoken by the Quechan (Yuma) people of the lower Colorado River region in the southwestern United States.
-
E.
Chatino people
chosen
The Chatino people are an indigenous Mesoamerican group of southern Mexico with their own distinct Oto-Manguean language and rich traditional culture.
- F. None of above.
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_69a8861acab88190bb43cde203429399 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa637da7048190a06f2eec6cb87f70 |
completed | March 6, 2026, 5:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0d76ea481908227f9cad3ff4523 |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada1e13d408190b393c00c331125a2 |
completed | March 8, 2026, 4:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada292a34c8190a566c2909342ab27 |
completed | March 8, 2026, 4:23 p.m. |
Created at: March 4, 2026, 7:30 p.m.