Triple

T11926612
Position Surface form Disambiguated ID Type / Status
Subject Chibchan peoples E283799 entity
Predicate languageFamily P1047 FINISHED
Object Macro-Chibchan (proposed)
Macro-Chibchan (proposed) is a hypothesized large language family that would group the Chibchan languages with several other indigenous language groups of Central and northern South America based on suggested historical and structural relationships.
 E955415 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: Macro-Chibchan (proposed) | Statement: [Chibchan peoples, languageFamily, Macro-Chibchan (proposed)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Macro-Chibchan (proposed)
Context triple: [Chibchan peoples, languageFamily, Macro-Chibchan (proposed)]
  • A. Chabi
    Chabi was the influential empress consort of Kublai Khan, noted for her political counsel, patronage of Buddhism, and role in shaping the early Yuan dynasty.
  • B. Cibao
    Cibao is a culturally and economically significant region in the northern Dominican Republic, known for its fertile valleys, agricultural production, and vibrant urban centers like Santiago.
  • C. Chibuto
    Chibuto is a town and district capital in southern Mozambique known for its role as an administrative and commercial center in Gaza Province.
  • D. Chinnaru
    Chinnaru is a minor tributary river that feeds into the Noyyal River in the Indian state of Tamil Nadu.
  • E. Nakanamanga
    Nakanamanga is an Oceanic Austronesian language spoken primarily on Efate Island and nearby areas in Vanuatu.
  • 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: Macro-Chibchan (proposed)
Triple: [Chibchan peoples, languageFamily, Macro-Chibchan (proposed)]
Generated description
Macro-Chibchan (proposed) is a hypothesized large language family that would group the Chibchan languages with several other indigenous language groups of Central and northern South America based on suggested historical and structural relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Macro-Chibchan (proposed)
Target entity description: Macro-Chibchan (proposed) is a hypothesized large language family that would group the Chibchan languages with several other indigenous language groups of Central and northern South America based on suggested historical and structural relationships.
  • A. Chabi
    Chabi was the influential empress consort of Kublai Khan, noted for her political counsel, patronage of Buddhism, and role in shaping the early Yuan dynasty.
  • B. Cibao
    Cibao is a culturally and economically significant region in the northern Dominican Republic, known for its fertile valleys, agricultural production, and vibrant urban centers like Santiago.
  • C. Chibuto
    Chibuto is a town and district capital in southern Mozambique known for its role as an administrative and commercial center in Gaza Province.
  • D. Chinnaru
    Chinnaru is a minor tributary river that feeds into the Noyyal River in the Indian state of Tamil Nadu.
  • E. Nakanamanga
    Nakanamanga is an Oceanic Austronesian language spoken primarily on Efate Island and nearby areas in Vanuatu.
  • 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e8e3ff308190851ce656286bc67e completed April 10, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f440525e9881909b21df139d97d986 completed May 1, 2026, 5:55 a.m.
NEDg Description generation batch_69f448fb898081908a8ffd0da703c0f9 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44b9e662881908549e041f6a05e38 completed May 1, 2026, 6:43 a.m.
Created at: April 8, 2026, 9:45 p.m.