Triple
T8724502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tlapanecan languages |
E207096
|
entity |
| Predicate | areSpokenBy |
P2181
|
FINISHED |
| Object |
Tlapanec people
The Tlapanec people are an Indigenous group of Mexico, primarily living in the state of Guerrero, known for their distinct Mesoamerican cultural traditions and languages.
|
E758964
|
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: Tlapanec people | Statement: [Tlapanecan languages, areSpokenBy, Tlapanec people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tlapanec people Context triple: [Tlapanecan languages, areSpokenBy, Tlapanec people]
-
A.
Matlatzinca people
The Matlatzinca people are an indigenous group of central Mexico, primarily from the State of Mexico, known for their distinct Oto-Manguean language, traditional agriculture, and rich ceremonial and artistic heritage.
-
B.
Mazahua people
The Mazahua people are an Indigenous Mesoamerican group of central Mexico, known for their distinct Oto-Manguean language, traditional textiles, and rich ceremonial and agricultural traditions.
-
C.
Chinantec people
The Chinantec people are an indigenous Mesoamerican group of the Sierra Norte region of Oaxaca, Mexico, known for their diverse Chinantec languages, traditional agriculture, and rich communal cultural practices.
-
D.
Mixtec people
The Mixtec people are an Indigenous Mesoamerican group of southern Mexico known for their rich pre-Columbian civilization, intricate codices, metalwork, and enduring cultural traditions and languages.
-
E.
Tlahuica people
The Tlahuica people are an indigenous Nahua-speaking group of central Mexico, known for their pre-Hispanic agricultural traditions and enduring cultural presence in the highlands south of Mexico City.
- 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: Tlapanec people Triple: [Tlapanecan languages, areSpokenBy, Tlapanec people]
Generated description
The Tlapanec people are an Indigenous group of Mexico, primarily living in the state of Guerrero, known for their distinct Mesoamerican cultural traditions and languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tlapanec people Target entity description: The Tlapanec people are an Indigenous group of Mexico, primarily living in the state of Guerrero, known for their distinct Mesoamerican cultural traditions and languages.
-
A.
Matlatzinca people
The Matlatzinca people are an indigenous group of central Mexico, primarily from the State of Mexico, known for their distinct Oto-Manguean language, traditional agriculture, and rich ceremonial and artistic heritage.
-
B.
Mazahua people
The Mazahua people are an Indigenous Mesoamerican group of central Mexico, known for their distinct Oto-Manguean language, traditional textiles, and rich ceremonial and agricultural traditions.
-
C.
Chinantec people
The Chinantec people are an indigenous Mesoamerican group of the Sierra Norte region of Oaxaca, Mexico, known for their diverse Chinantec languages, traditional agriculture, and rich communal cultural practices.
-
D.
Mixtec people
The Mixtec people are an Indigenous Mesoamerican group of southern Mexico known for their rich pre-Columbian civilization, intricate codices, metalwork, and enduring cultural traditions and languages.
-
E.
Tlahuica people
The Tlahuica people are an indigenous Nahua-speaking group of central Mexico, known for their pre-Hispanic agricultural traditions and enduring cultural presence in the highlands south of Mexico City.
- 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_69ca835811d8819081ea00fd2a2c9a1c |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d1404948190bc45d14a1ddb1a7e |
completed | March 31, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6eec316c8190a681791ceefa5804 |
completed | April 3, 2026, 7:40 a.m. |
| NEDg | Description generation | batch_69cf72d1ac448190b1dadca818599544 |
completed | April 3, 2026, 7:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf733bb390819096752e5ada9699ea |
completed | April 3, 2026, 7:58 a.m. |
Created at: March 30, 2026, 6:36 p.m.