Triple

T13431597
Position Surface form Disambiguated ID Type / Status
Subject Popoloca (Oto-Manguean languages) E313623 entity
Predicate hasVariety P455 FINISHED
Object Santa María Coapan Popoloca
Santa María Coapan Popoloca is a regional variety of the Popoloca language spoken by indigenous communities in and around Santa María Coapan in central Mexico.
E1047465 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: Santa María Coapan Popoloca | Statement: [Popoloca (Oto-Manguean languages), hasVariety, Santa María Coapan Popoloca]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Santa María Coapan Popoloca
Context triple: [Popoloca (Oto-Manguean languages), hasVariety, Santa María Coapan Popoloca]
  • A. Ixcatec
    Ixcatec is an indigenous Oto-Manguean language of Mexico spoken by a very small and endangered community in Oaxaca.
  • B. San Marcos Tlacoyalco Popoloca
    San Marcos Tlacoyalco Popoloca is a variant of the Popoloca language spoken by an indigenous community in the Puebla region of Mexico.
  • C. Chalcatongo Mixtec
    Chalcatongo Mixtec is an indigenous Oto-Manguean language spoken in the Chalcatongo region of Oaxaca, Mexico, known for its complex tonal system and rich oral tradition.
  • D. Ixcateco
    Ixcateco is an indigenous Oto-Manguean language of Mexico, spoken by a small community in Oaxaca and considered highly endangered.
  • E. San Felipe Otlaltepec Popoloca
    San Felipe Otlaltepec Popoloca is a variant of the Popoloca language spoken by indigenous communities in and around San Felipe Otlaltepec in Puebla, 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: Santa María Coapan Popoloca
Triple: [Popoloca (Oto-Manguean languages), hasVariety, Santa María Coapan Popoloca]
Generated description
Santa María Coapan Popoloca is a regional variety of the Popoloca language spoken by indigenous communities in and around Santa María Coapan in central Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Santa María Coapan Popoloca
Target entity description: Santa María Coapan Popoloca is a regional variety of the Popoloca language spoken by indigenous communities in and around Santa María Coapan in central Mexico.
  • A. Ixcatec
    Ixcatec is an indigenous Oto-Manguean language of Mexico spoken by a very small and endangered community in Oaxaca.
  • B. San Marcos Tlacoyalco Popoloca
    San Marcos Tlacoyalco Popoloca is a variant of the Popoloca language spoken by an indigenous community in the Puebla region of Mexico.
  • C. Chalcatongo Mixtec
    Chalcatongo Mixtec is an indigenous Oto-Manguean language spoken in the Chalcatongo region of Oaxaca, Mexico, known for its complex tonal system and rich oral tradition.
  • D. Ixcateco
    Ixcateco is an indigenous Oto-Manguean language of Mexico, spoken by a small community in Oaxaca and considered highly endangered.
  • E. San Felipe Otlaltepec Popoloca
    San Felipe Otlaltepec Popoloca is a variant of the Popoloca language spoken by indigenous communities in and around San Felipe Otlaltepec in Puebla, 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed41a5481908800033303224adb completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d86d32c8190a1d9ce72e99426e2 completed May 3, 2026, 2:36 p.m.
NEDg Description generation batch_69f75fbb39848190beeae0e4c112510d completed May 3, 2026, 2:46 p.m.
NED2 Entity disambiguation (via description) batch_69f76049056c8190b77f8ca78c8f77a0 completed May 3, 2026, 2:48 p.m.
Created at: April 9, 2026, 9:40 p.m.