Triple
T15291041
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Trans-Fly languages |
E365527
|
entity |
| Predicate | subclassOf |
P1244
|
FINISHED |
| Object |
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.
|
E365527
|
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: Trans-Fly languages | Statement: [Eastern Trans-Fly languages, subclassOf, Trans-Fly languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trans-Fly languages Context triple: [Eastern Trans-Fly languages, subclassOf, 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.
Tivoid languages
Tivoid languages are a small group of closely related Niger-Congo languages spoken primarily in the Nigeria–Cameroon border region.
-
C.
Tepiman languages
The Tepiman languages are a group of closely related Uto-Aztecan indigenous languages spoken primarily in northern Mexico by various Tepehuán and Piman peoples.
-
D.
Tanacross language
The Tanacross language is an endangered Northern Athabaskan language traditionally spoken by the Tanacross people of eastern Interior Alaska.
-
E.
Nupoid languages
Nupoid languages are a subgroup of the Volta–Niger branch of the Niger–Congo language family spoken primarily in central Nigeria, including the Nupe language and its close relatives.
- 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: Trans-Fly languages Triple: [Eastern Trans-Fly languages, subclassOf, Trans-Fly languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trans-Fly languages Target entity description: 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.
-
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.
Tivoid languages
Tivoid languages are a small group of closely related Niger-Congo languages spoken primarily in the Nigeria–Cameroon border region.
-
C.
Tepiman languages
The Tepiman languages are a group of closely related Uto-Aztecan indigenous languages spoken primarily in northern Mexico by various Tepehuán and Piman peoples.
-
D.
Tanacross language
The Tanacross language is an endangered Northern Athabaskan language traditionally spoken by the Tanacross people of eastern Interior Alaska.
-
E.
Nupoid languages
Nupoid languages are a subgroup of the Volta–Niger branch of the Niger–Congo language family spoken primarily in central Nigeria, including the Nupe language and its close relatives.
- F. None of above.
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.