Triple
T18627082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Terrence Kaufman |
E455310
|
entity |
| Predicate | languageStudied |
P5462
|
FINISHED |
| Object |
Quichean languages
The Quichean languages are a subgroup of Mayan languages spoken primarily in the Guatemalan highlands, known for their complex verb morphology and significance in Mesoamerican history and culture.
|
E1236499
|
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: Quichean languages | Statement: [Terrence Kaufman, languageStudied, Quichean languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quichean languages Context triple: [Terrence Kaufman, languageStudied, Quichean languages]
-
A.
Quichean–Mamean languages
The Quichean–Mamean languages are a major branch of the Mayan language family spoken primarily in the Guatemalan highlands and surrounding regions.
-
B.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
C.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
D.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
E.
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.
- 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: Quichean languages Triple: [Terrence Kaufman, languageStudied, Quichean languages]
Generated description
The Quichean languages are a subgroup of Mayan languages spoken primarily in the Guatemalan highlands, known for their complex verb morphology and significance in Mesoamerican history and culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quichean languages Target entity description: The Quichean languages are a subgroup of Mayan languages spoken primarily in the Guatemalan highlands, known for their complex verb morphology and significance in Mesoamerican history and culture.
-
A.
Quichean–Mamean languages
chosen
The Quichean–Mamean languages are a major branch of the Mayan language family spoken primarily in the Guatemalan highlands and surrounding regions.
-
B.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
C.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
D.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
E.
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.
- F. None of above.
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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54f0581f0819083c1aba9fb85f6a7 |
completed | April 19, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050d7a6f048190832624811bb8e2ea |
completed | May 13, 2026, 11:47 p.m. |
| NEDg | Description generation | batch_6a05102a5ba481908d94f38540ed9fc8 |
completed | May 13, 2026, 11:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0510ae8a208190abd0209218dbe2f5 |
completed | May 14, 2026, midnight |
Created at: April 10, 2026, 11:46 a.m.