Triple
T14664082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agworok |
E344318
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
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.
|
E1114477
|
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: Atyap languages | Statement: [Agworok, languageFamily, Atyap languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atyap languages Context triple: [Agworok, languageFamily, Atyap 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.
Ateker languages
The Ateker languages are a group of closely related Eastern Nilotic languages spoken by pastoralist communities in parts of South Sudan, Uganda, Kenya, and Ethiopia.
-
C.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
-
D.
Wati languages
Wati languages are a subgroup of Australian Aboriginal Pama–Nyungan languages spoken traditionally across parts of central and western Australia.
-
E.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
- 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: Atyap languages Triple: [Agworok, languageFamily, Atyap languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atyap languages Target entity description: 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.
-
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.
Ateker languages
The Ateker languages are a group of closely related Eastern Nilotic languages spoken by pastoralist communities in parts of South Sudan, Uganda, Kenya, and Ethiopia.
-
C.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
-
D.
Wati languages
Wati languages are a subgroup of Australian Aboriginal Pama–Nyungan languages spoken traditionally across parts of central and western Australia.
-
E.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
- 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb54ae5ac81908cc69891f280e5f7 |
completed | April 14, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde175db5881908f88d2b3fd72bb52 |
completed | May 8, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_69fde70b2b7c81909676d8d6f1b2e78f |
completed | May 8, 2026, 1:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fde7c662f4819080e1013b1c997934 |
completed | May 8, 2026, 1:40 p.m. |
Created at: April 10, 2026, 1:27 a.m.