Triple
T6561516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yucatecan branch |
E153792
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Chʼolan–Tseltalan languages
The Chʼolan–Tseltalan languages are a subgroup of the Mayan language family spoken primarily in southern Mexico and Guatemala, known for their shared grammatical features and historical importance in deciphering Classic Maya inscriptions.
|
E602127
|
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: Chʼolan–Tseltalan languages | Statement: [Yucatecan branch, closelyRelatedTo, Chʼolan–Tseltalan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chʼolan–Tseltalan languages Context triple: [Yucatecan branch, closelyRelatedTo, Chʼolan–Tseltalan languages]
-
A.
Chinantecan languages
The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
-
B.
Chibchan languages
Chibchan languages are an indigenous language family of Central and northern South America, spoken by various Native American groups from Honduras through Panama into Colombia and Costa Rica.
-
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.
Tarahumaran languages
The Tarahumaran languages are a small group of closely related Uto-Aztecan languages spoken primarily by the Tarahumara (Rarámuri) people in northern Mexico.
-
E.
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.
- 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: Chʼolan–Tseltalan languages Triple: [Yucatecan branch, closelyRelatedTo, Chʼolan–Tseltalan languages]
Generated description
The Chʼolan–Tseltalan languages are a subgroup of the Mayan language family spoken primarily in southern Mexico and Guatemala, known for their shared grammatical features and historical importance in deciphering Classic Maya inscriptions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chʼolan–Tseltalan languages Target entity description: The Chʼolan–Tseltalan languages are a subgroup of the Mayan language family spoken primarily in southern Mexico and Guatemala, known for their shared grammatical features and historical importance in deciphering Classic Maya inscriptions.
-
A.
Chinantecan languages
The Chinantecan languages are a group of closely related indigenous Mesoamerican languages spoken primarily in northern Oaxaca, Mexico, known for their complex tonal systems and rich linguistic diversity.
-
B.
Chibchan languages
Chibchan languages are an indigenous language family of Central and northern South America, spoken by various Native American groups from Honduras through Panama into Colombia and Costa Rica.
-
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.
Tarahumaran languages
The Tarahumaran languages are a small group of closely related Uto-Aztecan languages spoken primarily by the Tarahumara (Rarámuri) people in northern Mexico.
-
E.
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.
- 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_69c6880cb35881909b763eb0125236b9 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae37a5b0819091692fc5def270b9 |
completed | March 27, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb90ffd48190996a64d79f516e2c |
completed | March 27, 2026, 6:25 p.m. |
| NEDg | Description generation | batch_69c6cd071be4819090d6adf0e27c99d2 |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce04855481908bfca416fda8c218 |
completed | March 27, 2026, 6:35 p.m. |
Created at: March 27, 2026, 1:52 p.m.