Triple
T6786772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bel languages |
E155826
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Yabem-Takia language continuum
The Yabem–Takia language continuum is a group of closely related Austronesian languages spoken in coastal and island areas of northern Papua New Guinea, forming a dialect chain rather than a single uniform language.
|
E619330
|
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: Yabem-Takia language continuum | Statement: [Bel languages, hasMember, Yabem-Takia language continuum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yabem-Takia language continuum Context triple: [Bel languages, hasMember, Yabem-Takia language continuum]
-
A.
Nunusaku languages
The Nunusaku languages are a subgroup of Austronesian languages spoken in the central Maluku region of eastern Indonesia, characterized by shared phonological and grammatical features that distinguish them from neighboring language groups.
-
B.
Plateau linguistic area
The Plateau linguistic area is a region of the North American Plateau where diverse Indigenous languages, often from different families, share common structural features due to long-term contact and interaction.
-
C.
Kayabí language
The Kayabí language is an indigenous Tupian language spoken by the Kayabí people of Brazil, known for its role in preserving their cultural and linguistic heritage.
-
D.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
-
E.
Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
- 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: Yabem-Takia language continuum Triple: [Bel languages, hasMember, Yabem-Takia language continuum]
Generated description
The Yabem–Takia language continuum is a group of closely related Austronesian languages spoken in coastal and island areas of northern Papua New Guinea, forming a dialect chain rather than a single uniform language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yabem-Takia language continuum Target entity description: The Yabem–Takia language continuum is a group of closely related Austronesian languages spoken in coastal and island areas of northern Papua New Guinea, forming a dialect chain rather than a single uniform language.
-
A.
Nunusaku languages
The Nunusaku languages are a subgroup of Austronesian languages spoken in the central Maluku region of eastern Indonesia, characterized by shared phonological and grammatical features that distinguish them from neighboring language groups.
-
B.
Plateau linguistic area
The Plateau linguistic area is a region of the North American Plateau where diverse Indigenous languages, often from different families, share common structural features due to long-term contact and interaction.
-
C.
Kayabí language
The Kayabí language is an indigenous Tupian language spoken by the Kayabí people of Brazil, known for its role in preserving their cultural and linguistic heritage.
-
D.
Chimakuan languages
The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
-
E.
Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
- 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_69c6881770fc8190972b2906390380f5 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d28f043081909a9a9ab635785933 |
completed | March 27, 2026, 6:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a871a84819098891f66c6e5b579 |
completed | March 28, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69c71b6b87d8819085e6ae122f042626 |
completed | March 28, 2026, 12:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71c00f86c819099ef6ae0766e9f3a |
completed | March 28, 2026, 12:08 a.m. |
Created at: March 27, 2026, 2:14 p.m.