Triple
T15823162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Embera Katío language |
E383663
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object |
Embera languages
Embera languages are a group of closely related indigenous Chocoan languages spoken by the Embera people in Colombia and neighboring regions of Panama.
|
E1178068
|
NE FINISHED |
How this triple was built (4 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: Embera languages | Statement: [Embera Katío language, subfamily, Embera languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Embera languages Context triple: [Embera Katío language, subfamily, Embera languages]
-
A.
Kurumba languages
The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
-
B.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
-
C.
Barbacoan languages
The Barbacoan languages are a small family of indigenous languages spoken primarily in Colombia and Ecuador, known for their complex phonology and close association with the Andean and northwestern South American cultural area.
-
D.
Torres–Bismarck languages
The Torres–Bismarck languages are a subgroup of Oceanic Austronesian languages spoken in the Torres Islands and Bismarck Archipelago region of the southwest Pacific.
-
E.
Ngemba languages
The Ngemba languages are a group of closely related Bantoid languages spoken primarily in the Grassfields region of Cameroon.
- 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: Embera languages Triple: [Embera Katío language, subfamily, Embera languages]
Generated description
Embera languages are a group of closely related indigenous Chocoan languages spoken by the Embera people in Colombia and neighboring regions of Panama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Embera languages Target entity description: Embera languages are a group of closely related indigenous Chocoan languages spoken by the Embera people in Colombia and neighboring regions of Panama.
-
A.
Kurumba languages
The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
-
B.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
-
C.
Barbacoan languages
The Barbacoan languages are a small family of indigenous languages spoken primarily in Colombia and Ecuador, known for their complex phonology and close association with the Andean and northwestern South American cultural area.
-
D.
Torres–Bismarck languages
The Torres–Bismarck languages are a subgroup of Oceanic Austronesian languages spoken in the Torres Islands and Bismarck Archipelago region of the southwest Pacific.
-
E.
Ngemba languages
The Ngemba languages are a group of closely related Bantoid languages spoken primarily in the Grassfields region of Cameroon.
- F. None of above. chosen
Provenance (5 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_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0c4a96b848190845cf547034a24f2 |
completed | April 16, 2026, 11:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff999bba548190a39adc2d0e11c605 |
completed | May 9, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69ff9a56d43c8190819deb48d59e16cb |
completed | May 9, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9acbd2b481908b9d415e26d0db81 |
completed | May 9, 2026, 8:36 p.m. |
Created at: April 10, 2026, 4:49 a.m.