Triple
T3515311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Torres Strait Islanders |
E74291
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
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.
|
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: Eastern Trans-Fly languages | Statement: [Torres Strait Islanders, languageFamily, Eastern Trans-Fly languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eastern Trans-Fly languages Context triple: [Torres Strait Islanders, languageFamily, Eastern Trans-Fly languages]
-
A.
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.
-
B.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
C.
Beti-Fang languages
Beti-Fang languages are a cluster of closely related Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti and Fang peoples.
-
D.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
E.
Tamanic languages
The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
- 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: Eastern Trans-Fly languages Triple: [Torres Strait Islanders, languageFamily, Eastern Trans-Fly languages]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eastern Trans-Fly languages Target entity description: 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.
-
A.
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.
-
B.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
C.
Beti-Fang languages
Beti-Fang languages are a cluster of closely related Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti and Fang peoples.
-
D.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
E.
Tamanic languages
The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
- 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_69ad85cfb5c881909c9a2edd9d6043cc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc30362c81908ca7497a6a935cc6 |
completed | March 8, 2026, 6:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37e7a5ab08190971c9dfd6550eb2d |
completed | March 13, 2026, 3:03 a.m. |
| NEDg | Description generation | batch_69b37ff7b1c8819085b16ea9eb9175eb |
completed | March 13, 2026, 3:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3808903e481908d312766e126204f |
completed | March 13, 2026, 3:12 a.m. |
Created at: March 8, 2026, 3:19 p.m.