Triple
T635255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Xochimilco |
E16608
|
entity |
| Predicate | hasTraditionalLanguage |
P6149
|
FINISHED |
| Object | Nahuatl |
E29906
|
NE FINISHED |
How this triple was built (3 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: Nahuatl | Statement: [Xochimilco, hasTraditionalLanguage, Nahuatl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nahuatl Context triple: [Xochimilco, hasTraditionalLanguage, Nahuatl]
-
A.
Zapotec
The Zapotec are an indigenous Mesoamerican people primarily from the Oaxaca region of southern Mexico, known for their ancient civilization, distinctive language family, and rich cultural traditions.
-
B.
Nahuan languages
chosen
The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
-
C.
Mayan languages
Mayan languages are a family of indigenous languages spoken primarily in southern Mexico and Central America, known for their ancient hieroglyphic writing and continuity from the Classic Maya civilization to modern Maya communities.
-
D.
Totonac
Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
-
E.
Mexican Spanish
Mexican Spanish is the variety of the Spanish language spoken in Mexico, characterized by distinctive pronunciation, vocabulary, and influences from indigenous languages.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTraditionalLanguage Context triple: [Xochimilco, hasTraditionalLanguage, Nahuatl]
-
A.
hasLinguisticHeritage
Indicates that one entity possesses or is associated with the linguistic background, tradition, or ancestry of another entity.
-
B.
hasProtoLanguage
Indicates that a language or language family originates from, or is derived from, a specified proto-language.
-
C.
hasLanguageOfOrigin
Indicates that one entity has its origin or source in the language specified by another entity.
-
D.
heritageLanguage
chosen
Indicates that one entity is the ancestral or culturally inherited language associated with another entity.
-
E.
hasLanguageOn
Indicates that an entity uses or is associated with a particular language in a specific context, medium, or location.
- F. None of above.
Provenance (4 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_69a4936be1c88190af56540324b57da7 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49ee667f08190a0332b8f6c569e1a |
completed | March 1, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a57405d6f48190b55542d50d3a1f22 |
completed | March 2, 2026, 11:27 a.m. |
| PD | Predicate disambiguation | batch_69a49d0483908190a5ec42a7403c258e |
completed | March 1, 2026, 8:09 p.m. |
Created at: March 1, 2026, 7:35 p.m.