Triple
T200634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austronesian languages |
E4098
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object |
Formosan languages
Formosan languages are a group of indigenous Austronesian languages spoken primarily by the native peoples of Taiwan and considered crucial for understanding the early diversification of the Austronesian language family.
|
E25857
|
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: Formosan languages | Statement: [Austronesian languages, hasSubfamily, Formosan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Formosan languages Context triple: [Austronesian languages, hasSubfamily, Formosan languages]
-
A.
Ryukyuan languages
The Ryukyuan languages are a group of closely related but distinct Japonic languages traditionally spoken in Japan’s Ryukyu Islands, many of which are now endangered.
-
B.
Penutian languages
Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
-
C.
Miwok languages
Miwok languages are a group of closely related Native American languages traditionally spoken by the Miwok peoples of central and northern California.
-
D.
Austronesian languages
Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
-
E.
Sino-Tibetan languages
The Sino-Tibetan languages are a major language family of East, Southeast, and South Asia that includes Chinese, Tibetan, Burmese, and numerous related languages spoken by over a billion people.
- 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: Formosan languages Triple: [Austronesian languages, hasSubfamily, Formosan languages]
Generated description
Formosan languages are a group of indigenous Austronesian languages spoken primarily by the native peoples of Taiwan and considered crucial for understanding the early diversification of the Austronesian language family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Formosan languages Target entity description: Formosan languages are a group of indigenous Austronesian languages spoken primarily by the native peoples of Taiwan and considered crucial for understanding the early diversification of the Austronesian language family.
-
A.
Ryukyuan languages
The Ryukyuan languages are a group of closely related but distinct Japonic languages traditionally spoken in Japan’s Ryukyu Islands, many of which are now endangered.
-
B.
Penutian languages
Penutian languages are a proposed family of Native American languages spoken primarily in the western United States, noted for their controversial genetic relationships and inclusion of several distinct regional language groups.
-
C.
Miwok languages
Miwok languages are a group of closely related Native American languages traditionally spoken by the Miwok peoples of central and northern California.
-
D.
Austronesian languages
Austronesian languages are a large and widely dispersed language family spoken across maritime Southeast Asia, Madagascar, the Pacific Islands, and parts of mainland Asia.
-
E.
Sino-Tibetan languages
The Sino-Tibetan languages are a major language family of East, Southeast, and South Asia that includes Chinese, Tibetan, Burmese, and numerous related languages spoken by over a billion people.
- 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_69a254bca59881909a15e1496f1508c7 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a25be47ea881909c296b30a0d47a65 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a32813ed0c8190bebd5129eb5ebfe7 |
completed | Feb. 28, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_69a32878fab08190958af14704020692 |
completed | Feb. 28, 2026, 5:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3290cda5481909b6e04cb869d60d8 |
completed | Feb. 28, 2026, 5:42 p.m. |
Created at: Feb. 28, 2026, 2:44 a.m.