Triple

T15995311
Position Surface form Disambiguated ID Type / Status
Subject Misantla Totonac E387947 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 eastern Mexico.
 E1185742 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: [Misantla Totonac, subfamily, Totonac branch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Totonac branch
Context triple: [Misantla 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. 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.
  • C. 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.
  • D. 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.
  • E. Olintla Totonac
    Olintla Totonac is a regional variety of the Totonac language spoken in and around the community of Olintla in the Sierra region of 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: [Misantla 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 eastern 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 eastern 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. 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.
  • C. 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.
  • D. 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.
  • E. Olintla Totonac chosen
    Olintla Totonac is a regional variety of the Totonac language spoken in and around the community of Olintla in the Sierra region of Mexico.
  • F. None of above.

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_69d86daa562c81908aacc179c0fe8fb5 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1578709608190bae7bafa59280849 completed April 16, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3d5d72081908aa235c5ad9b5707 completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc5444c1c8190854de5575b9ec1c5 completed May 9, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69ffc5b95290819098b28c44c22b2799 completed May 9, 2026, 11:39 p.m.
Created at: April 10, 2026, 4:55 a.m.