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.