Triple
T13427451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Opata language |
E313517
|
entity |
| Predicate | belongsToBranch |
P4276
|
FINISHED |
| Object |
Cahitan–Opata branch
The Cahitan–Opata branch is a subgroup of the Uto-Aztecan language family that includes closely related indigenous languages such as Opata and Cahitan, historically spoken in northern Mexico.
|
E1038373
|
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: Cahitan–Opata branch | Statement: [Opata language, belongsToBranch, Cahitan–Opata branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cahitan–Opata branch Context triple: [Opata language, belongsToBranch, Cahitan–Opata branch]
-
A.
Tzeltalan branch
The Tzeltalan branch is a subgroup of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including languages such as Tzeltal and Tzotzil.
-
B.
Kunama branch
The Kunama branch is a small linguistic subgroup within the Nilo-Saharan language family, encompassing the Kunama language spoken primarily in western Eritrea and adjacent regions of Ethiopia.
-
C.
Katuic branch
The Katuic branch is a subgroup of Austroasiatic languages spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic communities.
-
D.
Jornada branch
The Jornada branch was a regional variant of the Mogollon culture that inhabited parts of what are now southern New Mexico, west Texas, and northern Mexico, known for its distinctive pottery and rock art traditions.
-
E.
Retiro–Tigre branch
The Retiro–Tigre branch is a key suburban commuter rail corridor in Greater Buenos Aires, Argentina, linking the central Retiro station with the northern riverside town of Tigre.
- 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: Cahitan–Opata branch Triple: [Opata language, belongsToBranch, Cahitan–Opata branch]
Generated description
The Cahitan–Opata branch is a subgroup of the Uto-Aztecan language family that includes closely related indigenous languages such as Opata and Cahitan, historically spoken in northern Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cahitan–Opata branch Target entity description: The Cahitan–Opata branch is a subgroup of the Uto-Aztecan language family that includes closely related indigenous languages such as Opata and Cahitan, historically spoken in northern Mexico.
-
A.
Tzeltalan branch
The Tzeltalan branch is a subgroup of Mayan languages spoken primarily in the Chiapas region of southern Mexico, including languages such as Tzeltal and Tzotzil.
-
B.
Kunama branch
The Kunama branch is a small linguistic subgroup within the Nilo-Saharan language family, encompassing the Kunama language spoken primarily in western Eritrea and adjacent regions of Ethiopia.
-
C.
Katuic branch
The Katuic branch is a subgroup of Austroasiatic languages spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic communities.
-
D.
Jornada branch
The Jornada branch was a regional variant of the Mogollon culture that inhabited parts of what are now southern New Mexico, west Texas, and northern Mexico, known for its distinctive pottery and rock art traditions.
-
E.
Retiro–Tigre branch
The Retiro–Tigre branch is a key suburban commuter rail corridor in Greater Buenos Aires, Argentina, linking the central Retiro station with the northern riverside town of Tigre.
- 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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaed1f9208190bf5ef5b8a7ded376 |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f730883cb48190add9469c48dc3e89 |
completed | May 3, 2026, 11:24 a.m. |
| NEDg | Description generation | batch_69f7311f14988190989e319741ef0ccf |
completed | May 3, 2026, 11:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731e24d508190a896875210be3189 |
completed | May 3, 2026, 11:30 a.m. |
Created at: April 9, 2026, 9:40 p.m.