Triple
T21500256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boruca language |
E530455
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object | Boruca–Talamanca branch |
—
|
NE NERFINISHED |
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: Boruca–Talamanca branch | Statement: [Boruca language, subfamily, Boruca–Talamanca branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boruca–Talamanca branch Context triple: [Boruca language, subfamily, Boruca–Talamanca branch]
-
A.
Cahitan–Opata branch
The Cahitan–Opata branch is a subgroup of the Uto-Aztecan language family that includes closely related indigenous languages such as Opata and Cahitan, historically spoken in northern Mexico.
-
B.
Boaco
Boaco is a city in central Nicaragua that serves as an administrative and commercial hub for the surrounding agricultural region.
-
C.
Eje 10 Sur
Eje 10 Sur is a major east–west thoroughfare in Mexico City that runs through several southern neighborhoods and connects important residential and university areas.
-
D.
Caparrapí
Caparrapí is a municipality in central Colombia known for its rural character and location within the Andean region of the Cundinamarca Department.
-
E.
Cobán
Cobán is a city in central Guatemala known for its cool highland climate, coffee production, and proximity to natural attractions like Semuc Champey.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boruca–Talamanca branch Target entity description: The Boruca–Talamanca branch is a subgroup of the Chibchan language family that comprises several indigenous languages historically spoken in southern Costa Rica and western Panama.
-
A.
Cahitan–Opata branch
The Cahitan–Opata branch is a subgroup of the Uto-Aztecan language family that includes closely related indigenous languages such as Opata and Cahitan, historically spoken in northern Mexico.
-
B.
Boaco
Boaco is a city in central Nicaragua that serves as an administrative and commercial hub for the surrounding agricultural region.
-
C.
Eje 10 Sur
Eje 10 Sur is a major east–west thoroughfare in Mexico City that runs through several southern neighborhoods and connects important residential and university areas.
-
D.
Caparrapí
Caparrapí is a municipality in central Colombia known for its rural character and location within the Andean region of the Cundinamarca Department.
-
E.
Cobán
Cobán is a city in central Guatemala known for its cool highland climate, coffee production, and proximity to natural attractions like Semuc Champey.
- F. None of above. chosen
Provenance (2 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_69e0c45bd15481909fba5910765cdda2 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9ea5ae154819090299773b373b921 |
completed | April 23, 2026, 9:46 a.m. |
Created at: April 16, 2026, 6:24 p.m.