Triple
T6812320
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lelemi language |
E156663
|
entity |
| Predicate | hasNeighbouringLanguage |
P16383
|
FINISHED |
| Object |
Guan languages
The Guan languages are a group of related Niger-Congo languages spoken primarily in Ghana and neighboring parts of West Africa.
|
E620763
|
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: Guan languages | Statement: [Lelemi language, hasNeighbouringLanguage, Guan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guan languages Context triple: [Lelemi language, hasNeighbouringLanguage, Guan languages]
-
A.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
B.
Chamic languages
The Chamic languages are a branch of the Austronesian language family spoken primarily in mainland Southeast Asia and parts of Indonesia, notable for heavy contact influence from neighboring Austroasiatic and Tai-Kadai languages.
-
C.
Chicham languages
The Chicham languages are a small family of closely related indigenous languages spoken by various Jivaroan peoples of the Amazonian regions of Ecuador and Peru.
-
D.
Miao languages
The Miao languages are a group of Hmong-Mien (Miao-Yao) languages spoken primarily by the Miao people across southern China and parts of Southeast Asia.
-
E.
Kam–Sui languages
The Kam–Sui languages are a branch of the Tai–Kadai language family spoken primarily in southern China, including languages such as Kam (Dong) and Sui.
- 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: Guan languages Triple: [Lelemi language, hasNeighbouringLanguage, Guan languages]
Generated description
The Guan languages are a group of related Niger-Congo languages spoken primarily in Ghana and neighboring parts of West Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guan languages Target entity description: The Guan languages are a group of related Niger-Congo languages spoken primarily in Ghana and neighboring parts of West Africa.
-
A.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
B.
Chamic languages
The Chamic languages are a branch of the Austronesian language family spoken primarily in mainland Southeast Asia and parts of Indonesia, notable for heavy contact influence from neighboring Austroasiatic and Tai-Kadai languages.
-
C.
Chicham languages
The Chicham languages are a small family of closely related indigenous languages spoken by various Jivaroan peoples of the Amazonian regions of Ecuador and Peru.
-
D.
Miao languages
The Miao languages are a group of Hmong-Mien (Miao-Yao) languages spoken primarily by the Miao people across southern China and parts of Southeast Asia.
-
E.
Kam–Sui languages
The Kam–Sui languages are a branch of the Tai–Kadai language family spoken primarily in southern China, including languages such as Kam (Dong) and Sui.
- 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_69c68828b26c819090fe9df7612bbc27 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d329861881909f65bd1017ea384b |
completed | March 27, 2026, 6:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71aa8d92c8190b4ddabbaaaf0e309 |
completed | March 28, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69c71c8f0e6081908a59f0c6ebbe5927 |
completed | March 28, 2026, 12:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71f6346108190b13802a2cca38263 |
completed | March 28, 2026, 12:22 a.m. |
Created at: March 27, 2026, 2:17 p.m.