Triple
T15291065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Trans-Fly languages |
E365527
|
entity |
| Predicate | macroFamilyHypothesis |
P16671
|
FINISHED |
| Object |
Trans-Fly – Bulaka River hypothesis
The Trans-Fly – Bulaka River hypothesis is a proposed higher-level linguistic grouping that suggests a genetic relationship among certain Papuan language families spoken in the Trans-Fly and Bulaka River regions of southern New Guinea.
|
E1147925
|
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 – Bulaka River hypothesis | Statement: [Eastern Trans-Fly languages, macroFamilyHypothesis, Trans-Fly – Bulaka River hypothesis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trans-Fly – Bulaka River hypothesis Context triple: [Eastern Trans-Fly languages, macroFamilyHypothesis, Trans-Fly – Bulaka River hypothesis]
-
A.
River Hipper
River Hipper is a small river in Derbyshire, England, that flows through the town of Chesterfield before joining the River Rother.
-
B.
Westerveld
Westerveld is a rural municipality in the Dutch province of Drenthe, known for its natural landscapes, historic villages, and prehistoric dolmens.
-
C.
Capricornia
Capricornia is an Australian federal electoral division in central Queensland, encompassing the city of Rockhampton and surrounding regions.
-
D.
Eluanbi
Eluanbi is a scenic cape at Taiwan’s southernmost tip, known for its historic lighthouse and coastal landscapes within Kenting National Park.
-
E.
Atabapo River
The Atabapo River is a significant waterway in southern Venezuela and Colombia that flows through remote rainforest regions before joining the Orinoco River.
- 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 – Bulaka River hypothesis Triple: [Eastern Trans-Fly languages, macroFamilyHypothesis, Trans-Fly – Bulaka River hypothesis]
Generated description
The Trans-Fly – Bulaka River hypothesis is a proposed higher-level linguistic grouping that suggests a genetic relationship among certain Papuan language families spoken in the Trans-Fly and Bulaka River regions of southern New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trans-Fly – Bulaka River hypothesis Target entity description: The Trans-Fly – Bulaka River hypothesis is a proposed higher-level linguistic grouping that suggests a genetic relationship among certain Papuan language families spoken in the Trans-Fly and Bulaka River regions of southern New Guinea.
-
A.
River Hipper
River Hipper is a small river in Derbyshire, England, that flows through the town of Chesterfield before joining the River Rother.
-
B.
Westerveld
Westerveld is a rural municipality in the Dutch province of Drenthe, known for its natural landscapes, historic villages, and prehistoric dolmens.
-
C.
Capricornia
Capricornia is an Australian federal electoral division in central Queensland, encompassing the city of Rockhampton and surrounding regions.
-
D.
Eluanbi
Eluanbi is a scenic cape at Taiwan’s southernmost tip, known for its historic lighthouse and coastal landscapes within Kenting National Park.
-
E.
Atabapo River
The Atabapo River is a significant waterway in southern Venezuela and Colombia that flows through remote rainforest regions before joining the Orinoco River.
- 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.