Triple
T15291066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Trans-Fly languages |
E365527
|
entity |
| Predicate | macroFamilyHypothesis |
P16671
|
FINISHED |
| Object |
Trans-Fly – Yam family hypothesis
The Trans-Fly – Yam family hypothesis is a proposed higher-level genetic grouping that links the Eastern Trans-Fly languages with the Yam (Morehead–Upper Maro) languages of southern New Guinea into a single language family.
|
E1147926
|
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 – Yam family hypothesis | Statement: [Eastern Trans-Fly languages, macroFamilyHypothesis, Trans-Fly – Yam family hypothesis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trans-Fly – Yam family hypothesis Context triple: [Eastern Trans-Fly languages, macroFamilyHypothesis, Trans-Fly – Yam family hypothesis]
-
A.
Moseten–Chon hypothesis
The Moseten–Chon hypothesis is a proposed linguistic relationship suggesting that the Mosetenan and Chonan language families of South America may share a common ancestry.
-
B.
Hokan hypothesis
The Hokan hypothesis is a proposed linguistic grouping that suggests several Native American language families of western North America may share a common ancestral origin.
-
C.
Austro-Tai hypothesis
The Austro-Tai hypothesis is a proposed macro-family in historical linguistics that suggests a genetic relationship between the Tai–Kadai languages and the Austronesian language family.
-
D.
Sunda-Sulawesi hypothesis
The Sunda-Sulawesi hypothesis is a proposed subgrouping within the Austronesian language family that suggests a closer genetic relationship among certain languages spoken in western Indonesia and surrounding regions.
-
E.
Macro-Tucanoan hypothesis
The Macro-Tucanoan hypothesis is a proposed large-scale language family grouping that suggests a distant genetic relationship among several indigenous language families of the western Amazon, including Tucanoan and possibly Cahuapanan.
- 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 – Yam family hypothesis Triple: [Eastern Trans-Fly languages, macroFamilyHypothesis, Trans-Fly – Yam family hypothesis]
Generated description
The Trans-Fly – Yam family hypothesis is a proposed higher-level genetic grouping that links the Eastern Trans-Fly languages with the Yam (Morehead–Upper Maro) languages of southern New Guinea into a single language family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trans-Fly – Yam family hypothesis Target entity description: The Trans-Fly – Yam family hypothesis is a proposed higher-level genetic grouping that links the Eastern Trans-Fly languages with the Yam (Morehead–Upper Maro) languages of southern New Guinea into a single language family.
-
A.
Moseten–Chon hypothesis
The Moseten–Chon hypothesis is a proposed linguistic relationship suggesting that the Mosetenan and Chonan language families of South America may share a common ancestry.
-
B.
Hokan hypothesis
The Hokan hypothesis is a proposed linguistic grouping that suggests several Native American language families of western North America may share a common ancestral origin.
-
C.
Austro-Tai hypothesis
The Austro-Tai hypothesis is a proposed macro-family in historical linguistics that suggests a genetic relationship between the Tai–Kadai languages and the Austronesian language family.
-
D.
Sunda-Sulawesi hypothesis
The Sunda-Sulawesi hypothesis is a proposed subgrouping within the Austronesian language family that suggests a closer genetic relationship among certain languages spoken in western Indonesia and surrounding regions.
-
E.
Macro-Tucanoan hypothesis
The Macro-Tucanoan hypothesis is a proposed large-scale language family grouping that suggests a distant genetic relationship among several indigenous language families of the western Amazon, including Tucanoan and possibly Cahuapanan.
- 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.