Triple
T2533959
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlantic–Congo languages |
E56225
|
entity |
| Predicate | hasSubbranch |
P1185
|
FINISHED |
| Object |
Atlantic languages
Atlantic languages are a branch of the Niger-Congo language family spoken primarily along the Atlantic coast of West Africa, including languages such as Fula and Wolof.
|
E274561
|
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: Atlantic languages | Statement: [Atlantic–Congo languages, hasSubbranch, Atlantic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atlantic languages Context triple: [Atlantic–Congo languages, hasSubbranch, Atlantic languages]
-
A.
Oceanic languages
Oceanic languages are a major branch of the Austronesian language family spoken across the Pacific Islands, including Polynesia, Micronesia, and parts of Melanesia.
-
B.
Western Oceanic languages
Western Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken primarily in parts of New Guinea, the Bismarck Archipelago, and the Solomon Islands.
-
C.
Carib languages
Carib languages are a family of indigenous languages spoken primarily in northern South America and the Caribbean, historically associated with the Carib peoples and influential as a substrate in several regional creoles.
-
D.
Southern Oceanic languages
Southern Oceanic languages are a subgroup of the Oceanic branch of the Austronesian language family, spoken primarily in regions such as Vanuatu, New Caledonia, and nearby Pacific islands.
-
E.
Central–Eastern Oceanic languages
Central–Eastern Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken across parts of Melanesia and Polynesia and known for their shared phonological and grammatical innovations.
- 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: Atlantic languages Triple: [Atlantic–Congo languages, hasSubbranch, Atlantic languages]
Generated description
Atlantic languages are a branch of the Niger-Congo language family spoken primarily along the Atlantic coast of West Africa, including languages such as Fula and Wolof.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atlantic languages Target entity description: Atlantic languages are a branch of the Niger-Congo language family spoken primarily along the Atlantic coast of West Africa, including languages such as Fula and Wolof.
-
A.
Oceanic languages
Oceanic languages are a major branch of the Austronesian language family spoken across the Pacific Islands, including Polynesia, Micronesia, and parts of Melanesia.
-
B.
Western Oceanic languages
Western Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken primarily in parts of New Guinea, the Bismarck Archipelago, and the Solomon Islands.
-
C.
Carib languages
Carib languages are a family of indigenous languages spoken primarily in northern South America and the Caribbean, historically associated with the Carib peoples and influential as a substrate in several regional creoles.
-
D.
Southern Oceanic languages
Southern Oceanic languages are a subgroup of the Oceanic branch of the Austronesian language family, spoken primarily in regions such as Vanuatu, New Caledonia, and nearby Pacific islands.
-
E.
Central–Eastern Oceanic languages
Central–Eastern Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken across parts of Melanesia and Polynesia and known for their shared phonological and grammatical innovations.
- 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_69ab4a49b6508190bc467fbef4bac334 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd27afe7c8190984e10d3f3d5586b |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2bbc416c81908774782420b54664 |
completed | March 9, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69af4c5e49dc8190920612a8b0f5b3f7 |
completed | March 9, 2026, 10:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af4cd3bcc8819091589f0aa27ddc5d |
completed | March 9, 2026, 10:42 p.m. |
Created at: March 6, 2026, 9:47 p.m.