Triple
T15291064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Trans-Fly languages |
E365527
|
entity |
| Predicate | likelyRelatedTo |
P37
|
FINISHED |
| Object |
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.
|
E1147924
|
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: Western Trans-Fly languages | Statement: [Eastern Trans-Fly languages, likelyRelatedTo, Western Trans-Fly languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Trans-Fly languages Context triple: [Eastern Trans-Fly languages, likelyRelatedTo, Western Trans-Fly languages]
-
A.
Eastern Trans-Fly languages
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.
Torres–Banks languages
The Torres–Banks languages are a group of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
-
C.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
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.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
- 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: Western Trans-Fly languages Triple: [Eastern Trans-Fly languages, likelyRelatedTo, Western Trans-Fly languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Western Trans-Fly languages Target entity description: 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.
-
A.
Eastern Trans-Fly languages
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.
Torres–Banks languages
The Torres–Banks languages are a group of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
-
C.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
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.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
- 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_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_69feef7d4da4819080f101c3a525ea11 |
completed | May 9, 2026, 8:25 a.m. |
| NEDg | Description generation | batch_69fef050d1588190942e1d3f3083607a |
completed | May 9, 2026, 8:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fef19d55588190b816d4c37f3a7010 |
completed | May 9, 2026, 8:34 a.m. |
Created at: April 10, 2026, 3:15 a.m.