Triple

T5540474
Position Surface form Disambiguated ID Type / Status
Subject Chibchan languages E145274 entity
Predicate hasSubgroup P747 FINISHED
Object Pech–Rama subgroup
The Pech–Rama subgroup is a proposed branch of the Chibchan language family that includes the indigenous Pech and Rama languages of Central America.
E530458 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–Rama subgroup | Statement: [Chibchan languages, hasSubgroup, Pech–Rama subgroup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pech–Rama subgroup
Context triple: [Chibchan languages, hasSubgroup, Pech–Rama subgroup]
  • A. Angas–Sura subgroup
    The Angas–Sura subgroup is a branch of West Chadic languages spoken primarily in central Nigeria, encompassing several closely related Plateau-area languages.
  • B. Dorla subgroup
    The Dorla subgroup is a distinct community within the broader Gondi people, characterized by its own cultural practices, dialectal features, and regional identity in central India.
  • C. Kota–Toda subgroup
    The Kota–Toda subgroup is a small branch of the Southern Dravidian language family comprising the closely related tribal languages Kota and Toda spoken in the Nilgiri Hills of South India.
  • D. Mischabel group
    The Mischabel group is a prominent mountain massif in the Swiss Alps known for including several of the highest peaks in Switzerland, such as the Dom.
  • E. Malvi–Nimadi subgroup
    The Malvi–Nimadi subgroup is a branch of the Indo-Aryan language family comprising closely related dialects spoken primarily in the Malwa and Nimar regions of central India.
  • 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–Rama subgroup
Triple: [Chibchan languages, hasSubgroup, Pech–Rama subgroup]
Generated description
The Pech–Rama subgroup is a proposed branch of the Chibchan language family that includes the indigenous Pech and Rama languages of Central America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pech–Rama subgroup
Target entity description: The Pech–Rama subgroup is a proposed branch of the Chibchan language family that includes the indigenous Pech and Rama languages of Central America.
  • A. Angas–Sura subgroup
    The Angas–Sura subgroup is a branch of West Chadic languages spoken primarily in central Nigeria, encompassing several closely related Plateau-area languages.
  • B. Dorla subgroup
    The Dorla subgroup is a distinct community within the broader Gondi people, characterized by its own cultural practices, dialectal features, and regional identity in central India.
  • C. Kota–Toda subgroup
    The Kota–Toda subgroup is a small branch of the Southern Dravidian language family comprising the closely related tribal languages Kota and Toda spoken in the Nilgiri Hills of South India.
  • D. Mischabel group
    The Mischabel group is a prominent mountain massif in the Swiss Alps known for including several of the highest peaks in Switzerland, such as the Dom.
  • E. Malvi–Nimadi subgroup
    The Malvi–Nimadi subgroup is a branch of the Indo-Aryan language family comprising closely related dialects spoken primarily in the Malwa and Nimar regions of central India.
  • 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_69c01fc66cc08190b9b2a62098ecbdb1 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.