Triple
T3733536
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Totonac |
E79124
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Tepehua language family
The Tepehua language family is a small group of indigenous Mesoamerican languages spoken in eastern Mexico, closely associated with and often grouped alongside the Totonac languages.
|
E383570
|
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: Tepehua language family | Statement: [Totonac, relatedTo, Tepehua language family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tepehua language family Context triple: [Totonac, relatedTo, Tepehua language family]
-
A.
Araucanian languages
Araucanian languages are a small indigenous language family of southern South America, best known for including Mapudungun, the language of the Mapuche people of Chile and Argentina.
-
B.
Pomoan languages
The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
-
C.
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.
-
D.
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.
-
E.
Takic languages
Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
- 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: Tepehua language family Triple: [Totonac, relatedTo, Tepehua language family]
Generated description
The Tepehua language family is a small group of indigenous Mesoamerican languages spoken in eastern Mexico, closely associated with and often grouped alongside the Totonac languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tepehua language family Target entity description: The Tepehua language family is a small group of indigenous Mesoamerican languages spoken in eastern Mexico, closely associated with and often grouped alongside the Totonac languages.
-
A.
Araucanian languages
Araucanian languages are a small indigenous language family of southern South America, best known for including Mapudungun, the language of the Mapuche people of Chile and Argentina.
-
B.
Pomoan languages
The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
-
C.
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.
-
D.
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.
-
E.
Takic languages
Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
- 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_69ad8b0e4650819090ad7cef094285e8 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb2457f08190a6b94e9895fced2c |
completed | March 8, 2026, 7:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db192db88190b13e605867a70caf |
completed | March 14, 2026, 3:50 a.m. |
| NEDg | Description generation | batch_69b4dbbc23f08190a03ef4e4197398a4 |
completed | March 14, 2026, 3:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dcac6fdc81908998415ffe1aabaa |
completed | March 14, 2026, 3:57 a.m. |
Created at: March 8, 2026, 3:34 p.m.