Triple
T200727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austronesian languages |
E4098
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object |
Marshallese language group
The Marshallese language group is a branch of the Austronesian language family comprising the indigenous languages spoken in the Marshall Islands in the central Pacific Ocean.
|
E26897
|
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: Marshallese language group | Statement: [Austronesian languages, hasSubfamily, Marshallese language group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshallese language group Context triple: [Austronesian languages, hasSubfamily, Marshallese language group]
-
A.
Gilbertese language group
The Gilbertese language group is a subfamily of Austronesian languages spoken primarily in Kiribati and nearby Pacific islands, characterized by closely related Micronesian languages.
-
B.
Tokelauan language group
The Tokelauan language group is a small Polynesian subgroup of the Austronesian language family, primarily spoken in Tokelau and closely related to other Polynesian languages.
-
C.
Tongan language group
The Tongan language group is a subgroup of Polynesian languages within the Austronesian family, centered on the Tongan language and closely related varieties spoken in and around Tonga.
-
D.
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.
-
E.
Malayo-Polynesian languages
Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
- 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: Marshallese language group Triple: [Austronesian languages, hasSubfamily, Marshallese language group]
Generated description
The Marshallese language group is a branch of the Austronesian language family comprising the indigenous languages spoken in the Marshall Islands in the central Pacific Ocean.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshallese language group Target entity description: The Marshallese language group is a branch of the Austronesian language family comprising the indigenous languages spoken in the Marshall Islands in the central Pacific Ocean.
-
A.
Gilbertese language group
The Gilbertese language group is a subfamily of Austronesian languages spoken primarily in Kiribati and nearby Pacific islands, characterized by closely related Micronesian languages.
-
B.
Tokelauan language group
The Tokelauan language group is a small Polynesian subgroup of the Austronesian language family, primarily spoken in Tokelau and closely related to other Polynesian languages.
-
C.
Tongan language group
The Tongan language group is a subgroup of Polynesian languages within the Austronesian family, centered on the Tongan language and closely related varieties spoken in and around Tonga.
-
D.
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.
-
E.
Malayo-Polynesian languages
Malayo-Polynesian languages are a major branch of the Austronesian language family spoken across Southeast Asia, Madagascar, and the Pacific, including languages such as Indonesian, Tagalog, Javanese, and Malagasy.
- 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_69a332c7afc48190a65c7e71260c84b4 |
completed | Feb. 28, 2026, 6:24 p.m. |
| NEDg | Description generation | batch_69a333db134881909dc3449ddb328de6 |
completed | Feb. 28, 2026, 6:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3341c18c48190970fa40501d9b6fc |
completed | Feb. 28, 2026, 6:29 p.m. |
Created at: Feb. 28, 2026, 2:44 a.m.