Triple
T6907140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Proto-Nahuan |
E159839
|
entity |
| Predicate | branchOf |
P479
|
FINISHED |
| Object |
Aztecan languages
Aztecan languages are a subgroup of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken in central Mexico and surrounding regions.
|
E628374
|
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: Aztecan languages | Statement: [Proto-Nahuan, branchOf, Aztecan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aztecan languages Context triple: [Proto-Nahuan, branchOf, Aztecan languages]
-
A.
Chinantecan languages
The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
-
B.
Tlapanecan languages
Tlapanecan languages are a small subgroup of indigenous Mesoamerican languages spoken primarily in Guerrero, Mexico, and classified within the larger Oto-Manguean language family.
-
C.
Tequistlatecan languages
Tequistlatecan languages are a small group of indigenous languages of southern Mexico, often classified within the proposed Penutian language family.
-
D.
Totonac languages
Totonac languages are an indigenous language family of eastern Mexico spoken primarily by the Totonac people in the states of Veracruz, Puebla, and Hidalgo.
-
E.
Mexican Penutian languages
Mexican Penutian languages are a proposed subgroup of the Penutian language family consisting of several indigenous languages spoken in parts of Mexico.
- 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: Aztecan languages Triple: [Proto-Nahuan, branchOf, Aztecan languages]
Generated description
Aztecan languages are a subgroup of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken in central Mexico and surrounding regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aztecan languages Target entity description: Aztecan languages are a subgroup of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken in central Mexico and surrounding regions.
-
A.
Chinantecan languages
The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
-
B.
Tlapanecan languages
Tlapanecan languages are a small subgroup of indigenous Mesoamerican languages spoken primarily in Guerrero, Mexico, and classified within the larger Oto-Manguean language family.
-
C.
Tequistlatecan languages
Tequistlatecan languages are a small group of indigenous languages of southern Mexico, often classified within the proposed Penutian language family.
-
D.
Totonac languages
Totonac languages are an indigenous language family of eastern Mexico spoken primarily by the Totonac people in the states of Veracruz, Puebla, and Hidalgo.
-
E.
Mexican Penutian languages
Mexican Penutian languages are a proposed subgroup of the Penutian language family consisting of several indigenous languages spoken in parts of Mexico.
- 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_69c68839ccb88190b4aa5cc1aca3448f |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d98c3ab08190a1830c45578056ac |
completed | March 27, 2026, 7:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75124cab88190a1510d77ed61c945 |
completed | March 28, 2026, 3:55 a.m. |
| NEDg | Description generation | batch_69c7521b93f0819096660800c1166f5d |
completed | March 28, 2026, 3:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75264e65081908859551feaf1006c |
completed | March 28, 2026, 4 a.m. |
Created at: March 27, 2026, 2:25 p.m.