Triple

T1728495
Position Surface form Disambiguated ID Type / Status
Subject Oto-Manguean languages E37554 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Popoloca
Popoloca is an indigenous language of central Mexico belonging to the Oto-Manguean family and spoken by the Popoloca people of Puebla.
 E227497 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: Popoloca | Statement: [Oto-Manguean languages, hasMemberLanguage, Popoloca]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Popoloca
Context triple: [Oto-Manguean languages, hasMemberLanguage, Popoloca]
  • A. Popoluca
    Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
  • B. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • C. Totonac
    Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
  • D. Mazatec
    Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
  • E. Acolhua
    The Acolhua were a Nahua-speaking Mesoamerican people of central Mexico, closely allied with the Aztecs and centered in the city-state of Texcoco.
  • 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: Popoloca
Triple: [Oto-Manguean languages, hasMemberLanguage, Popoloca]
Generated description
Popoloca is an indigenous language of central Mexico belonging to the Oto-Manguean family and spoken by the Popoloca people of Puebla.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Popoloca
Target entity description: Popoloca is an indigenous language of central Mexico belonging to the Oto-Manguean family and spoken by the Popoloca people of Puebla.
  • A. Popoluca
    Popoluca refers to several closely related indigenous languages of the Mixe–Zoquean family spoken by native communities in southern Veracruz, Mexico.
  • B. Huastec
    Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
  • C. Totonac
    Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
  • D. Mazatec
    Mazatec is an indigenous Oto-Manguean language (or group of closely related languages) spoken primarily by the Mazatec people in the Mexican states of Oaxaca, Puebla, and Veracruz.
  • E. Acolhua
    The Acolhua were a Nahua-speaking Mesoamerican people of central Mexico, closely allied with the Aztecs and centered in the city-state of Texcoco.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa637da7048190a06f2eec6cb87f70 completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1fc02b948190bc28175ff8c46110 completed March 9, 2026, 1:17 a.m.
NEDg Description generation batch_69ae2037c2fc81909ba2a5c5c09a58a5 completed March 9, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae20d09c748190aebbfb88f0eedbaa completed March 9, 2026, 1:22 a.m.
Created at: March 4, 2026, 7:30 p.m.