Triple
T16254489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Indo-Pacific hypothesis |
E394593
|
entity |
| Predicate | contrastsWith |
P278
|
FINISHED |
| Object |
Trans-New Guinea hypothesis
The Trans-New Guinea hypothesis is a major linguistic proposal that posits a large family of related Papuan languages spread across much of New Guinea and nearby islands.
|
E1202476
|
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-New Guinea hypothesis | Statement: [Indo-Pacific hypothesis, contrastsWith, Trans-New Guinea hypothesis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trans-New Guinea hypothesis Context triple: [Indo-Pacific hypothesis, contrastsWith, Trans-New Guinea hypothesis]
-
A.
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.
-
B.
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.
-
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.
Austric hypothesis
The Austric hypothesis is a proposed but controversial macro-family theory suggesting a common origin for several language families of Southeast Asia and the Pacific, including Austroasiatic and Austronesian.
-
E.
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.
- 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-New Guinea hypothesis Triple: [Indo-Pacific hypothesis, contrastsWith, Trans-New Guinea hypothesis]
Generated description
The Trans-New Guinea hypothesis is a major linguistic proposal that posits a large family of related Papuan languages spread across much of New Guinea and nearby islands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trans-New Guinea hypothesis Target entity description: The Trans-New Guinea hypothesis is a major linguistic proposal that posits a large family of related Papuan languages spread across much of New Guinea and nearby islands.
-
A.
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.
-
B.
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.
-
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.
Austric hypothesis
The Austric hypothesis is a proposed but controversial macro-family theory suggesting a common origin for several language families of Southeast Asia and the Pacific, including Austroasiatic and Austronesian.
-
E.
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.
- 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_69d87f2171208190951025e526947816 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24599861881908b9235f005d80a96 |
completed | April 17, 2026, 2:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a000ee9bc4c8190bb7e54ed2ad162b3 |
completed | May 10, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_6a0011995ff481908bbca9f9cfb41bf0 |
completed | May 10, 2026, 5:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0012669ff48190884367b92962a6d4 |
completed | May 10, 2026, 5:06 a.m. |
Created at: April 10, 2026, 5:04 a.m.