Triple
T13377214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chol people |
E319217
|
entity |
| Predicate | languageSubgroup |
P1967
|
FINISHED |
| Object |
Cholan languages
Cholan languages are a branch of the Mayan language family spoken historically and presently in parts of southern Mexico and Central America, including by the Chol people.
|
E1037975
|
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: Cholan languages | Statement: [Chol people, languageSubgroup, Cholan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cholan languages Context triple: [Chol people, languageSubgroup, Cholan languages]
-
A.
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.
-
B.
Thagichu languages
The Thagichu languages are a subgroup of closely related Bantu languages of central Kenya that include Kikuyu and its nearest linguistic relatives.
-
C.
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.
-
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.
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.
- 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: Cholan languages Triple: [Chol people, languageSubgroup, Cholan languages]
Generated description
Cholan languages are a branch of the Mayan language family spoken historically and presently in parts of southern Mexico and Central America, including by the Chol people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cholan languages Target entity description: Cholan languages are a branch of the Mayan language family spoken historically and presently in parts of southern Mexico and Central America, including by the Chol people.
-
A.
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.
-
B.
Thagichu languages
The Thagichu languages are a subgroup of closely related Bantu languages of central Kenya that include Kikuyu and its nearest linguistic relatives.
-
C.
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.
-
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.
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.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce3fec48190a5443d87c85477a3 |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7306c18d481908ebc8f802e474479 |
completed | May 3, 2026, 11:24 a.m. |
| NEDg | Description generation | batch_69f730eb5fbc8190a8b780428bfe79ae |
completed | May 3, 2026, 11:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731a62e5081908a44ed9e6cc3e904 |
completed | May 3, 2026, 11:29 a.m. |
Created at: April 9, 2026, 9:33 p.m.