Triple
T16410616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Necaxa Totonac |
E398552
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object |
Totonac branch
The Totonac branch is a subgroup of the Totonacan language family comprising closely related indigenous languages spoken primarily in the eastern Sierra Madre and Gulf Coast regions of Mexico.
|
E1211971
|
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: Totonac branch | Statement: [Upper Necaxa Totonac, subfamily, Totonac branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Totonac branch Context triple: [Upper Necaxa Totonac, subfamily, Totonac branch]
-
A.
Kʼichean–Mamean branch
The Kʼichean–Mamean branch is a subgroup of the Mayan language family that includes closely related highland languages spoken primarily in Guatemala.
-
B.
Central Totonac
Central Totonac is a major variety of the Totonac language spoken in central regions of Veracruz, Mexico, distinct enough from other Totonac varieties to be considered a separate language.
-
C.
Tzeltalan branch
The Tzeltalan branch is a subgroup of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including languages such as Tzeltal and Tzotzil.
-
D.
Yucatecan branch
The Yucatecan branch is a subgroup of Mayan languages spoken primarily in the Yucatán Peninsula and surrounding regions, including languages such as Yucatec Maya, Itza’, and Mopan.
-
E.
Tarahumaran branch
The Tarahumaran branch is a subgroup of the Uto-Aztecan language family encompassing the closely related indigenous languages spoken by the Tarahumara (Rarámuri) and neighboring peoples of northern Mexico.
- 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: Totonac branch Triple: [Upper Necaxa Totonac, subfamily, Totonac branch]
Generated description
The Totonac branch is a subgroup of the Totonacan language family comprising closely related indigenous languages spoken primarily in the eastern Sierra Madre and Gulf Coast regions of Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Totonac branch Target entity description: The Totonac branch is a subgroup of the Totonacan language family comprising closely related indigenous languages spoken primarily in the eastern Sierra Madre and Gulf Coast regions of Mexico.
-
A.
Kʼichean–Mamean branch
The Kʼichean–Mamean branch is a subgroup of the Mayan language family that includes closely related highland languages spoken primarily in Guatemala.
-
B.
Central Totonac
Central Totonac is a major variety of the Totonac language spoken in central regions of Veracruz, Mexico, distinct enough from other Totonac varieties to be considered a separate language.
-
C.
Tzeltalan branch
The Tzeltalan branch is a subgroup of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including languages such as Tzeltal and Tzotzil.
-
D.
Yucatecan branch
The Yucatecan branch is a subgroup of Mayan languages spoken primarily in the Yucatán Peninsula and surrounding regions, including languages such as Yucatec Maya, Itza’, and Mopan.
-
E.
Tarahumaran branch
The Tarahumaran branch is a subgroup of the Uto-Aztecan language family encompassing the closely related indigenous languages spoken by the Tarahumara (Rarámuri) and neighboring peoples of northern Mexico.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e328731a408190b38dcab0b7bb65ff |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c66d41481909340f247f6e5393f |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003f2971bc819099f9b6800885bb5f |
completed | May 10, 2026, 8:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003ff96b3081909bcef37c77c0c5b1 |
completed | May 10, 2026, 8:21 a.m. |
Created at: April 10, 2026, 5:09 a.m.