Triple
T18767317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cagayan Valley languages |
E458924
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Atta languages |
—
|
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: Atta languages | Statement: [Cagayan Valley languages, hasMember, Atta languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atta languages Context triple: [Cagayan Valley languages, hasMember, Atta 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.
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.
-
C.
Attié language
The Attié language is a Niger-Congo language spoken primarily by the Attié people of southern Côte d'Ivoire.
-
D.
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.
-
E.
Atorada language
The Atorada language is an indigenous Arawakan language of South America, closely associated with the Wapishana people and now highly endangered or possibly extinct.
- 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: Atta languages Target entity description: Atta languages are a group of closely related Austronesian languages spoken by the Atta people in northern Luzon in the Philippines.
-
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.
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.
-
C.
Attié language
The Attié language is a Niger-Congo language spoken primarily by the Attié people of southern Côte d'Ivoire.
-
D.
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.
-
E.
Atorada language
The Atorada language is an indigenous Arawakan language of South America, closely associated with the Wapishana people and now highly endangered or possibly extinct.
- 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_69d8d395dba0819087568404508590cb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e58d859c8081909cec3aa64d264885 |
completed | April 20, 2026, 2:20 a.m. |
Created at: April 10, 2026, 11:52 a.m.