Triple
T21500398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Misumalpan languages |
E530459
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Cacaopera–Matagalpa subgroup |
—
|
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: Cacaopera–Matagalpa subgroup | Statement: [Misumalpan languages, hasPart, Cacaopera–Matagalpa subgroup]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cacaopera–Matagalpa subgroup Context triple: [Misumalpan languages, hasPart, Cacaopera–Matagalpa subgroup]
-
A.
Omagua–Cocama subgroup
The Omagua–Cocama subgroup is a branch of the Tupi–Guaraní language family that includes closely related indigenous languages once spoken along the Amazon and its tributaries.
-
B.
Central Region of Nicaragua
The Central Region of Nicaragua is an inland area of the country characterized by rolling hills, cattle ranching, and agricultural departments such as Chontales.
-
C.
Totonac branch
The Totonac branch is a subgroup of the Totonacan language family comprising closely related indigenous languages spoken primarily in the eastern Sierra Madre and Gulf Coast regions of Mexico.
-
D.
Lenca people
The Lenca people are an indigenous group of Central America, primarily in Honduras and El Salvador, known for their pre-Columbian cultural heritage, traditional agriculture, and distinctive crafts and rituals.
-
E.
Guarayu subgroup
The Guarayu subgroup is an indigenous people of the Tupi–Guaraní linguistic and cultural family, traditionally inhabiting regions of lowland Bolivia.
- 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: Cacaopera–Matagalpa subgroup Target entity description: The Cacaopera–Matagalpa subgroup is a branch of the Misumalpan language family that comprised several now-extinct indigenous languages once spoken in parts of Nicaragua and El Salvador.
-
A.
Omagua–Cocama subgroup
The Omagua–Cocama subgroup is a branch of the Tupi–Guaraní language family that includes closely related indigenous languages once spoken along the Amazon and its tributaries.
-
B.
Central Region of Nicaragua
The Central Region of Nicaragua is an inland area of the country characterized by rolling hills, cattle ranching, and agricultural departments such as Chontales.
-
C.
Totonac branch
The Totonac branch is a subgroup of the Totonacan language family comprising closely related indigenous languages spoken primarily in the eastern Sierra Madre and Gulf Coast regions of Mexico.
-
D.
Lenca people
The Lenca people are an indigenous group of Central America, primarily in Honduras and El Salvador, known for their pre-Columbian cultural heritage, traditional agriculture, and distinctive crafts and rituals.
-
E.
Guarayu subgroup
The Guarayu subgroup is an indigenous people of the Tupi–Guaraní linguistic and cultural family, traditionally inhabiting regions of lowland Bolivia.
- 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.