Triple

T4476172
Position Surface form Disambiguated ID Type / Status
Subject Oregon Penutian languages E100013 entity
Predicate hasMember P10 FINISHED
Object Miluk language
The Miluk language is an extinct Native American language once spoken by the Coos people along the southern Oregon coast.
 E442568 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: Miluk language | Statement: [Oregon Penutian languages, hasMember, Miluk language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Miluk language
Context triple: [Oregon Penutian languages, hasMember, Miluk language]
  • A. Murle language
    The Murle language is an Eastern Sudanic language spoken primarily by the Murle people of South Sudan.
  • B. Kitanemuk language
    The Kitanemuk language is an extinct Uto-Aztecan language once spoken by the Kitanemuk people of Southern California.
  • C. Mamulique language
    The Mamulique language is an extinct and poorly documented indigenous language once spoken in northeastern Mexico, generally classified within the Coahuiltecan group.
  • D. Palikur language
    The Palikur language is an indigenous Arawakan language spoken by the Palikur people of northeastern Amazonia, primarily in Brazil and French Guiana.
  • E. Moru language
    The Moru language is a Central Sudanic language spoken primarily by the Moru people of South Sudan.
  • 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: Miluk language
Triple: [Oregon Penutian languages, hasMember, Miluk language]
Generated description
The Miluk language is an extinct Native American language once spoken by the Coos people along the southern Oregon coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Miluk language
Target entity description: The Miluk language is an extinct Native American language once spoken by the Coos people along the southern Oregon coast.
  • A. Murle language
    The Murle language is an Eastern Sudanic language spoken primarily by the Murle people of South Sudan.
  • B. Kitanemuk language
    The Kitanemuk language is an extinct Uto-Aztecan language once spoken by the Kitanemuk people of Southern California.
  • C. Mamulique language
    The Mamulique language is an extinct and poorly documented indigenous language once spoken in northeastern Mexico, generally classified within the Coahuiltecan group.
  • D. Palikur language
    The Palikur language is an indigenous Arawakan language spoken by the Palikur people of northeastern Amazonia, primarily in Brazil and French Guiana.
  • E. Moru language
    The Moru language is a Central Sudanic language spoken primarily by the Moru people of South Sudan.
  • 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_69b34553cbe48190afa8ac1cac285b86 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356d8600c8190a8b812889c50f144 completed March 13, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6288434188190a23c48267f55ce1e completed March 15, 2026, 3:33 a.m.
NEDg Description generation batch_69b62c7f847c81908335cef514f402ee completed March 15, 2026, 3:50 a.m.
NED2 Entity disambiguation (via description) batch_69b62d248a2881908a314a8919c7648e completed March 15, 2026, 3:53 a.m.
Created at: March 12, 2026, 11:35 p.m.