Triple
T584230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milpa Alta |
E15123
|
entity |
| Predicate | hasIndigenousLanguage |
P4185
|
FINISHED |
| Object | Nahuatl |
E29906
|
NE FINISHED |
How this triple was built (2 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: [Milpa Alta, hasIndigenousLanguage, Nahuatl]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nahuatl Context triple: [Milpa Alta, hasIndigenousLanguage, 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.
Mexican Spanish
Mexican Spanish is the variety of the Spanish language spoken in Mexico, characterized by distinctive pronunciation, vocabulary, and influences from indigenous languages.
-
E.
Yuman–Cochimí languages
Yuman–Cochimí languages are a group of closely related Indigenous languages historically spoken in the Baja California Peninsula and the lower Colorado River region of northwestern Mexico and the southwestern United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a4935783b8819082b77726ec10cc42 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49b8745c88190af9672e5fe8396c3 |
completed | March 1, 2026, 8:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a508a1cc788190a0906bfd876e510e |
completed | March 2, 2026, 3:48 a.m. |
Created at: March 1, 2026, 7:33 p.m.