Triple

T5540465
Position Surface form Disambiguated ID Type / Status
Subject Chibchan languages E145274 entity
Predicate languageFamilyOf P35117 FINISHED
Object Pech language
The Pech language is an indigenous Chibchan language spoken by the Pech people of northeastern Honduras, now critically endangered with only a small number of fluent speakers remaining.
E530456 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: Pech language | Statement: [Chibchan languages, languageFamilyOf, Pech language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pech language
Context triple: [Chibchan languages, languageFamilyOf, Pech language]
  • A. Picene language
    The Picene language is an extinct Italic language once spoken by the ancient Piceni people in east-central Italy.
  • B. Pichi language
    Pichi is an English-based creole language spoken primarily in Equatorial Guinea, where it serves as a major lingua franca and has significantly shaped local varieties of Spanish.
  • C. Tai Phake language
    The Tai Phake language is a Southwestern Tai language spoken by the Tai Phake ethnic community in parts of Northeast India, notable for its tonal system and close relation to other Tai languages of Southeast Asia.
  • D. Patwin language
    The Patwin language is a nearly extinct Native American language once spoken by the Patwin people of north-central California and classified within the proposed Penutian family.
  • E. Patamona language
    The Patamona language is an indigenous Cariban language spoken by the Patamona people of the Guiana Highlands in Guyana and northern Brazil.
  • 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: Pech language
Triple: [Chibchan languages, languageFamilyOf, Pech language]
Generated description
The Pech language is an indigenous Chibchan language spoken by the Pech people of northeastern Honduras, now critically endangered with only a small number of fluent speakers remaining.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pech language
Target entity description: The Pech language is an indigenous Chibchan language spoken by the Pech people of northeastern Honduras, now critically endangered with only a small number of fluent speakers remaining.
  • A. Picene language
    The Picene language is an extinct Italic language once spoken by the ancient Piceni people in east-central Italy.
  • B. Pichi language
    Pichi is an English-based creole language spoken primarily in Equatorial Guinea, where it serves as a major lingua franca and has significantly shaped local varieties of Spanish.
  • C. Tai Phake language
    The Tai Phake language is a Southwestern Tai language spoken by the Tai Phake ethnic community in parts of Northeast India, notable for its tonal system and close relation to other Tai languages of Southeast Asia.
  • D. Patwin language
    The Patwin language is a nearly extinct Native American language once spoken by the Patwin people of north-central California and classified within the proposed Penutian family.
  • E. Patamona language
    The Patamona language is an indigenous Cariban language spoken by the Patamona people of the Guiana Highlands in Guyana and northern Brazil.
  • 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_69c008fa64888190adae56c8f9ea4031 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fb487648190948493fe96cec0ff completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0281bfcc48190a0e4e51b4dca5a4b completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0362dc2648190b1cb81d6aa3050da completed March 22, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69c036adf9ac8190aed5688d67e52304 completed March 22, 2026, 6:36 p.m.
Created at: March 22, 2026, 3:35 p.m.