Triple

T8698188
Position Surface form Disambiguated ID Type / Status
Subject Quechuan E206453 entity
Predicate possibleMacroFamilyHypothesis P27907 FINISHED
Object Quechumaran
Quechumaran is a proposed language family that groups together the Quechuan and Aymaran languages of the central Andes, though its validity remains debated among linguists.
E750888 NE FINISHED

How this triple was built (5 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: Quechumaran | Statement: [Quechuan, possibleMacroFamilyHypothesis, Quechumaran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quechumaran
Context triple: [Quechuan, possibleMacroFamilyHypothesis, Quechumaran]
  • A. Chepica
    Chepica is a small town and commune in central Chile’s O’Higgins Region, known for its agricultural activity and role within the Colchagua Valley wine area.
  • B. Quilleco
    Quilleco is a small town and commune in Chile’s Biobío Region, known for its proximity to the Angostura hydroelectric dam on the Biobío River.
  • C. Subachoque
    Subachoque is a rural municipality in the Cundinamarca department of Colombia, known for its cool climate, agricultural activities, and scenic Andean landscapes.
  • D. Curaray Kichwa
    Curaray Kichwa is a regional variety of the Kichwa language spoken by Indigenous communities in the Curaray River area of the Ecuadorian Amazon.
  • E. Chanchamayo
    Chanchamayo is a city in central Peru known for its lush cloud forests, coffee and citrus production, and role as a gateway to the Amazonian high jungle.
  • 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: Quechumaran
Triple: [Quechuan, possibleMacroFamilyHypothesis, Quechumaran]
Generated description
Quechumaran is a proposed language family that groups together the Quechuan and Aymaran languages of the central Andes, though its validity remains debated among linguists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quechumaran
Target entity description: Quechumaran is a proposed language family that groups together the Quechuan and Aymaran languages of the central Andes, though its validity remains debated among linguists.
  • A. Chepica
    Chepica is a small town and commune in central Chile’s O’Higgins Region, known for its agricultural activity and role within the Colchagua Valley wine area.
  • B. Quilleco
    Quilleco is a small town and commune in Chile’s Biobío Region, known for its proximity to the Angostura hydroelectric dam on the Biobío River.
  • C. Subachoque
    Subachoque is a rural municipality in the Cundinamarca department of Colombia, known for its cool climate, agricultural activities, and scenic Andean landscapes.
  • D. Curaray Kichwa
    Curaray Kichwa is a regional variety of the Kichwa language spoken by Indigenous communities in the Curaray River area of the Ecuadorian Amazon.
  • E. Chanchamayo
    Chanchamayo is a city in central Peru known for its lush cloud forests, coffee and citrus production, and role as a gateway to the Amazonian high jungle.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: possibleMacroFamilyHypothesis
Context triple: [Quechuan, possibleMacroFamilyHypothesis, Quechumaran]
  • A. hasProposedMacroFamily
    Indicates that one linguistic entity has been proposed as belonging to the same larger, hypothetical macro-family as another linguistic entity.
  • B. macroFamily chosen
    Indicates that two or more language families are hypothesized to share a common higher-level genetic origin, forming a larger proposed macro-family grouping.
  • C. possibleFamily
    Indicates that two entities could plausibly be related as members of the same family, though the familial relationship is not confirmed.
  • D. functionHypothesis
    Indicates that an entity is proposed or assumed to serve as a function or functional explanation for another entity or phenomenon.
  • E. proposesHypothesis
    Indicates that one entity puts forward a tentative explanation or hypothesis for consideration regarding another entity or phenomenon.
  • F. None of above.

Provenance (6 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_69ca83555b6c8190abe930dd397e863b completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc58af50408190a3b81100a759795e completed March 31, 2026, 11:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef40e7a2881909e2d7eee0d931992 completed April 2, 2026, 10:56 p.m.
NEDg Description generation batch_69cef66624348190b1f922b8148553a2 completed April 2, 2026, 11:06 p.m.
NED2 Entity disambiguation (via description) batch_69cef6d9ea7c81909dfefb8540636092 completed April 2, 2026, 11:08 p.m.
PD Predicate disambiguation batch_69cc456bda508190a9aa0fb92760739e completed March 31, 2026, 10:06 p.m.
Created at: March 30, 2026, 6:34 p.m.