Triple
T15291399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zenadh Kes people |
E365535
|
entity |
| Predicate | hasLanguageFamily |
P1047
|
FINISHED |
| Object | Eastern Trans-Fly languages |
E365527
|
NE FINISHED |
How this triple was built (2 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: Eastern Trans-Fly languages | Statement: [Zenadh Kes people, hasLanguageFamily, Eastern Trans-Fly languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eastern Trans-Fly languages Context triple: [Zenadh Kes people, hasLanguageFamily, Eastern Trans-Fly languages]
-
A.
Eastern Trans-Fly languages
chosen
The Eastern Trans-Fly languages are a small group of Papuan languages spoken in the Trans-Fly region of southern New Guinea and nearby islands, including by some Torres Strait Islander communities.
-
B.
Western Trans-Fly languages
Western Trans-Fly languages are a small group of Papuan languages spoken in the Trans-Fly region of southern New Guinea, characterized by shared structural features that distinguish them from neighboring language families.
-
C.
Cross-River languages
Cross-River languages are a branch of Benue–Congo languages spoken primarily in southeastern Nigeria, known for their considerable diversity and complex noun class systems.
-
D.
Takic languages
Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
-
E.
Trans-Fly languages
The Trans-Fly languages are a group of Papuan languages spoken in the Trans-Fly region of southern New Guinea, spanning parts of Papua New Guinea and Indonesia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85a103d9081908c1ea6c4c73ac8e3 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03680b60c8190a3ea54a9d34c8105 |
completed | April 16, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff01e2a03c81909ab24d4ed2b54698 |
completed | May 9, 2026, 9:44 a.m. |
Created at: April 10, 2026, 3:15 a.m.