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.