Triple
T8475020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chinantecan languages |
E200367
|
entity |
| Predicate | areRelatedTo |
P37
|
FINISHED |
| Object |
Zapotecan languages
Zapotecan languages are a branch of the Oto-Manguean language family spoken primarily in Oaxaca, Mexico, known for their tonal systems and significant dialect diversity.
|
E754380
|
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: Zapotecan languages | Statement: [Chinantecan languages, areRelatedTo, Zapotecan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zapotecan languages Context triple: [Chinantecan languages, areRelatedTo, Zapotecan languages]
-
A.
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.
-
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.
Mazatec languages
The Mazatec languages are a group of closely related indigenous Otomanguean languages spoken primarily by the Mazatec people in the northern region of Oaxaca, Mexico.
-
D.
Tzeltalan languages
The Tzeltalan languages are a small branch of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including varieties such as Tzeltal, Tzotzil, and Tojolabal.
-
E.
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.
- 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: Zapotecan languages Triple: [Chinantecan languages, areRelatedTo, Zapotecan languages]
Generated description
Zapotecan languages are a branch of the Oto-Manguean language family spoken primarily in Oaxaca, Mexico, known for their tonal systems and significant dialect diversity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zapotecan languages Target entity description: Zapotecan languages are a branch of the Oto-Manguean language family spoken primarily in Oaxaca, Mexico, known for their tonal systems and significant dialect diversity.
-
A.
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.
-
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.
Mazatec languages
The Mazatec languages are a group of closely related indigenous Otomanguean languages spoken primarily by the Mazatec people in the northern region of Oaxaca, Mexico.
-
D.
Tzeltalan languages
The Tzeltalan languages are a small branch of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including varieties such as Tzeltal, Tzotzil, and Tojolabal.
-
E.
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.
- 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_69ca831a4f348190bfdd09250e86ae35 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe4f89e0081909e74beb7c8f55653 |
completed | March 31, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf423bade4819094204d98303093c8 |
completed | April 3, 2026, 4:29 a.m. |
| NEDg | Description generation | batch_69cf441bd6008190b45027a3928ea60b |
completed | April 3, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf449ec15881908e95a60bc329db35 |
completed | April 3, 2026, 4:39 a.m. |
Created at: March 30, 2026, 6:11 p.m.