Triple
T1450437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mixtec civilization |
E31277
|
entity |
| Predicate | spoke |
P13756
|
FINISHED |
| Object |
Mixtec languages
Mixtec languages are a group of closely related indigenous Oto-Manguean languages of southern Mexico, traditionally spoken by the Mixtec people across Oaxaca, Puebla, and Guerrero.
|
E165614
|
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: Mixtec languages | Statement: [Mixtec civilization, spoke, Mixtec languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mixtec languages Context triple: [Mixtec civilization, spoke, Mixtec languages]
-
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.
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.
-
C.
Nahuan languages
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.
-
D.
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.
-
E.
Purépecha language
The Purépecha language is an indigenous, language-isolate of western Mexico, primarily spoken in the state of Michoacán by the Purépecha people and known for its unique structure and historical significance.
- 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: Mixtec languages Triple: [Mixtec civilization, spoke, Mixtec languages]
Generated description
Mixtec languages are a group of closely related indigenous Oto-Manguean languages of southern Mexico, traditionally spoken by the Mixtec people across Oaxaca, Puebla, and Guerrero.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mixtec languages Target entity description: Mixtec languages are a group of closely related indigenous Oto-Manguean languages of southern Mexico, traditionally spoken by the Mixtec people across Oaxaca, Puebla, and Guerrero.
-
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.
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.
-
C.
Nahuan languages
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.
-
D.
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.
-
E.
Purépecha language
The Purépecha language is an indigenous, language-isolate of western Mexico, primarily spoken in the state of Michoacán by the Purépecha people and known for its unique structure and historical significance.
- 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_69a499171a28819085b993a3ac78e363 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c55d923c8190957756f834f94462 |
completed | March 1, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad08c4c940819091d15c4d2ffa6b1c |
completed | March 8, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69ad09d0c4d88190b5f79a92821ef577 |
completed | March 8, 2026, 5:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0a5eeac08190a4d13f4819fc1aba |
completed | March 8, 2026, 5:34 a.m. |
Created at: March 1, 2026, 8 p.m.