Triple
T7223518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Serer language |
E150319
|
entity |
| Predicate | subfamilyOf |
P1244
|
FINISHED |
| Object |
Cangin languages
Cangin languages are a small group of closely related Atlantic languages spoken primarily in Senegal, distinct from but historically related to the main Serer language.
|
E649602
|
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: Cangin languages | Statement: [Serer language, subfamilyOf, Cangin languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cangin languages Context triple: [Serer language, subfamilyOf, Cangin languages]
-
A.
Xincan languages
Xincan languages are an extinct or nearly extinct group of indigenous languages once spoken in southeastern Guatemala, notable for being a small, isolate family unrelated to the major Mesoamerican language groups.
-
B.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
C.
Nyungic languages
Nyungic languages are a subgroup of Australian Aboriginal languages traditionally spoken in southwestern Western Australia, often associated with the Noongar people and related varieties.
-
D.
Tamanic languages
The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
-
E.
Cahitan languages
The Cahitan languages are a small group of closely related Uto-Aztecan languages historically spoken by the Cahita peoples of northwestern Mexico, particularly in the states of Sonora and Sinaloa.
- 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: Cangin languages Triple: [Serer language, subfamilyOf, Cangin languages]
Generated description
Cangin languages are a small group of closely related Atlantic languages spoken primarily in Senegal, distinct from but historically related to the main Serer language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cangin languages Target entity description: Cangin languages are a small group of closely related Atlantic languages spoken primarily in Senegal, distinct from but historically related to the main Serer language.
-
A.
Xincan languages
Xincan languages are an extinct or nearly extinct group of indigenous languages once spoken in southeastern Guatemala, notable for being a small, isolate family unrelated to the major Mesoamerican language groups.
-
B.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
C.
Nyungic languages
Nyungic languages are a subgroup of Australian Aboriginal languages traditionally spoken in southwestern Western Australia, often associated with the Noongar people and related varieties.
-
D.
Tamanic languages
The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
-
E.
Cahitan languages
The Cahitan languages are a small group of closely related Uto-Aztecan languages historically spoken by the Cahita peoples of northwestern Mexico, particularly in the states of Sonora and Sinaloa.
- 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_69c687effb44819092b95d07d0368c9f |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e9b54a5c8190a4a289f32853a8fe |
completed | March 27, 2026, 8:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc0c3ff08190b855fa57967586ce |
completed | March 28, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69c7cc93801081908c9617bc0f768bd3 |
completed | March 28, 2026, 12:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cd337e14819089af22ff14a8dcf4 |
completed | March 28, 2026, 12:44 p.m. |
Created at: March 27, 2026, 2:54 p.m.