Triple
T16188499
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Agaw |
E392871
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object |
Agaw languages
The Agaw languages are a small group of Cushitic languages spoken primarily in Ethiopia, known for their historical significance in the region and distinctive phonological and grammatical features.
|
E1199489
|
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: Agaw languages | Statement: [North Agaw, subfamily, Agaw languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agaw languages Context triple: [North Agaw, subfamily, Agaw languages]
-
A.
Agta languages
Agta languages are a group of Austronesian languages spoken by various Agta (Negrito) hunter-gatherer communities in the Philippines, known for their distinct phonological and lexical features and heavy contact with neighboring Philippine languages.
-
B.
Tiwa languages
The Tiwa languages are a group of closely related Tanoan languages spoken by Tiwa Pueblo peoples in parts of New Mexico and Texas.
-
C.
Wati languages
Wati languages are a subgroup of Australian Aboriginal Pama–Nyungan languages spoken traditionally across parts of central and western Australia.
-
D.
Nambikwara languages
The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
-
E.
Atyap languages
The Atyap languages are a group of closely related Plateau languages spoken predominantly by the Atyap and neighboring ethnic groups in southern Kaduna State, Nigeria.
- 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: Agaw languages Triple: [North Agaw, subfamily, Agaw languages]
Generated description
The Agaw languages are a small group of Cushitic languages spoken primarily in Ethiopia, known for their historical significance in the region and distinctive phonological and grammatical features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agaw languages Target entity description: The Agaw languages are a small group of Cushitic languages spoken primarily in Ethiopia, known for their historical significance in the region and distinctive phonological and grammatical features.
-
A.
Agta languages
Agta languages are a group of Austronesian languages spoken by various Agta (Negrito) hunter-gatherer communities in the Philippines, known for their distinct phonological and lexical features and heavy contact with neighboring Philippine languages.
-
B.
Tiwa languages
The Tiwa languages are a group of closely related Tanoan languages spoken by Tiwa Pueblo peoples in parts of New Mexico and Texas.
-
C.
Wati languages
Wati languages are a subgroup of Australian Aboriginal Pama–Nyungan languages spoken traditionally across parts of central and western Australia.
-
D.
Nambikwara languages
The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
-
E.
Atyap languages
The Atyap languages are a group of closely related Plateau languages spoken predominantly by the Atyap and neighboring ethnic groups in southern Kaduna State, Nigeria.
- 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_69d87f1e49ac8190a311b54d32990576 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e222d3a8e48190bdf29a633f4b0490 |
completed | April 17, 2026, 12:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffff0750f08190a2fce65124d8dcc0 |
completed | May 10, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_6a000096f344819094fca24a342984e1 |
completed | May 10, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00012ec15c8190a09e1b37bc560f67 |
completed | May 10, 2026, 3:53 a.m. |
Created at: April 10, 2026, 5:02 a.m.