Triple

T10490375
Position Surface form Disambiguated ID Type / Status
Subject Nyima languages E247400 entity
Predicate neighboringLanguages P16383 FINISHED
Object Temein languages
The Temein languages are a small group of Eastern Sudanic languages spoken primarily in the Nuba Mountains of Sudan.
E867520 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: Temein languages | Statement: [Nyima languages, neighboringLanguages, Temein languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Temein languages
Context triple: [Nyima languages, neighboringLanguages, Temein languages]
  • A. Tepiman languages
    The Tepiman languages are a group of closely related Uto-Aztecan indigenous languages spoken primarily in northern Mexico by various Tepehuán and Piman peoples.
  • B. Temiar language
    The Temiar language is an Austroasiatic Aslian language spoken by the Temiar people of Peninsular Malaysia, known for its complex phonology and rich oral tradition.
  • C. Tamyen language
    The Tamyen language is an extinct Ohlone (Costanoan) Native American language once spoken in the Santa Clara Valley region of California.
  • D. Temoq language
    The Temoq language is an endangered Aslian (Austroasiatic) language spoken by the indigenous Temoq people in Peninsular Malaysia.
  • E. Aneityum language
    The Aneityum language is an Oceanic Austronesian language spoken by the indigenous people of Aneityum Island in Vanuatu.
  • 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: Temein languages
Triple: [Nyima languages, neighboringLanguages, Temein languages]
Generated description
The Temein languages are a small group of Eastern Sudanic languages spoken primarily in the Nuba Mountains of Sudan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Temein languages
Target entity description: The Temein languages are a small group of Eastern Sudanic languages spoken primarily in the Nuba Mountains of Sudan.
  • A. Tepiman languages
    The Tepiman languages are a group of closely related Uto-Aztecan indigenous languages spoken primarily in northern Mexico by various Tepehuán and Piman peoples.
  • B. Temiar language
    The Temiar language is an Austroasiatic Aslian language spoken by the Temiar people of Peninsular Malaysia, known for its complex phonology and rich oral tradition.
  • C. Tamyen language
    The Tamyen language is an extinct Ohlone (Costanoan) Native American language once spoken in the Santa Clara Valley region of California.
  • D. Temoq language
    The Temoq language is an endangered Aslian (Austroasiatic) language spoken by the indigenous Temoq people in Peninsular Malaysia.
  • E. Aneityum language
    The Aneityum language is an Oceanic Austronesian language spoken by the indigenous people of Aneityum Island in Vanuatu.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5097d61e08190952d4354ef1bce52 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc9792308190b09d6aaed63dd418 completed April 10, 2026, 11:18 a.m.
NEDg Description generation batch_69d8e8c81bdc8190b6b6dfe00025b514 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901ef24608190934377d9dc855d6f completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:23 p.m.