Triple

T8475005
Position Surface form Disambiguated ID Type / Status
Subject Chinantecan languages E200367 entity
Predicate includeLanguage P2177 FINISHED
Object Palantla Chinantec
Palantla Chinantec is a Chinantecan language variety spoken by the Chinantec people in the region around Palantla in Oaxaca, Mexico.
E735473 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: Palantla Chinantec | Statement: [Chinantecan languages, includeLanguage, Palantla Chinantec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Palantla Chinantec
Context triple: [Chinantecan languages, includeLanguage, Palantla Chinantec]
  • A. El Paujíl
    El Paujíl is a Colombian municipality located in the Amazonian foothills of the Caquetá Department, known for its agricultural economy and rich biodiversity.
  • B. Tecpatlán Totonac
    Tecpatlán Totonac is a regional variety of the Totonac language traditionally spoken by Totonac communities in and around Tecpatlán in eastern Mexico.
  • C. Xunantunich
    Xunantunich is an ancient Maya archaeological site in western Belize, known for its impressive pyramids and panoramic views over the Mopan River valley.
  • D. Pochutla Aztecan
    Pochutla Aztecan is an extinct Uto-Aztecan language variety once spoken in the Pochutla region of Oaxaca, Mexico.
  • E. Jakalteko
    Jakalteko is a Mayan language spoken primarily by the Jakaltek people in the Huehuetenango region of Guatemala.
  • 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: Palantla Chinantec
Triple: [Chinantecan languages, includeLanguage, Palantla Chinantec]
Generated description
Palantla Chinantec is a Chinantecan language variety spoken by the Chinantec people in the region around Palantla in Oaxaca, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Palantla Chinantec
Target entity description: Palantla Chinantec is a Chinantecan language variety spoken by the Chinantec people in the region around Palantla in Oaxaca, Mexico.
  • A. El Paujíl
    El Paujíl is a Colombian municipality located in the Amazonian foothills of the Caquetá Department, known for its agricultural economy and rich biodiversity.
  • B. Tecpatlán Totonac
    Tecpatlán Totonac is a regional variety of the Totonac language traditionally spoken by Totonac communities in and around Tecpatlán in eastern Mexico.
  • C. Xunantunich
    Xunantunich is an ancient Maya archaeological site in western Belize, known for its impressive pyramids and panoramic views over the Mopan River valley.
  • D. Pochutla Aztecan
    Pochutla Aztecan is an extinct Uto-Aztecan language variety once spoken in the Pochutla region of Oaxaca, Mexico.
  • E. Jakalteko
    Jakalteko is a Mayan language spoken primarily by the Jakaltek people in the Huehuetenango region of Guatemala.
  • 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_69ce3a0f5e088190b70b2c7437884b3b completed April 2, 2026, 9:42 a.m.
NEDg Description generation batch_69ce3b1f6f7c8190927b5e2684ae207b completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3b9d38e081909be10cb209b15427 completed April 2, 2026, 9:49 a.m.
Created at: March 30, 2026, 6:11 p.m.