Triple
T3829513
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huánuco Region |
E88774
|
entity |
| Predicate | languageFamilyOfIndigenousLanguages |
P28863
|
FINISHED |
| Object | Quechuan languages |
E120942
|
NE FINISHED |
How this triple was built (3 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: Quechuan languages | Statement: [Huánuco Region, languageFamilyOfIndigenousLanguages, Quechuan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quechuan languages Context triple: [Huánuco Region, languageFamilyOfIndigenousLanguages, Quechuan languages]
-
A.
Quechuan language family
chosen
The Quechuan language family is a group of closely related indigenous languages of the Andes, historically associated with the Inca Empire and still widely spoken across several South American countries.
-
B.
Nahuan languages
The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
-
C.
Andean languages
Andean languages are a group of indigenous language families spoken primarily in the Andes mountains of South America, including major languages like Quechua and Aymara.
-
D.
Chibchan languages
Chibchan languages are an indigenous language family of Central and northern South America, spoken by various Native American groups from Honduras through Panama into Colombia and Costa Rica.
-
E.
Chicham languages
The Chicham languages are a small family of closely related indigenous languages spoken by various Jivaroan peoples of the Amazonian regions of Ecuador and Peru.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: languageFamilyOfIndigenousLanguages Context triple: [Huánuco Region, languageFamilyOfIndigenousLanguages, Quechuan languages]
-
A.
hasIndigenousLanguageFamily
chosen
Indicates that an entity’s indigenous language belongs to, or is classified under, a particular language family.
-
B.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
-
C.
languageOfFamily
Indicates the language or languages commonly used or associated with a particular family.
-
D.
ancientLanguageFamily
Indicates that one language belongs to or descends from a historically ancient family of related languages.
-
E.
languageFamilyBranchOf
Indicates that one language family branch is a sub-group or subdivision within a larger language family.
- F. None of above.
Provenance (4 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_69aed9538cf881909d9ce8ca4ac7c18c |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeeb8459f881908a2c91bb07e381ef |
completed | March 9, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb54636c8190a46224e0a8215e26 |
completed | March 14, 2026, 6:08 a.m. |
| PD | Predicate disambiguation | batch_69aee74c2e04819094b94b3c0bac1806 |
completed | March 9, 2026, 3:29 p.m. |
Created at: March 9, 2026, 3:17 p.m.