Triple

T11685815
Position Surface form Disambiguated ID Type / Status
Subject Western Nilotic languages E277738 entity
Predicate hasMember P10 FINISHED
Object Luwo language
The Luwo language is a Western Nilotic language spoken primarily by the Luwo people of South Sudan.
 E940955 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: Luwo language | Statement: [Western Nilotic languages, hasMember, Luwo language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luwo language
Context triple: [Western Nilotic languages, hasMember, Luwo language]
  • A. Loniu language
    The Loniu language is an Oceanic language spoken on Loniu Island in Manus Province, Papua New Guinea.
  • B. Luvale language
    The Luvale language is a Bantu language spoken primarily by the Luvale people of northwestern Zambia and eastern Angola.
  • C. Logba language
    The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
  • D. Lovono language
    The Lovono language is an Oceanic language spoken in the Temotu Province of the Solomon Islands, belonging to the Temotu subgroup of Austronesian languages.
  • E. Lozi language
    The Lozi language is a Bantu language spoken primarily in western Zambia and surrounding regions, serving as the main language of the Lozi people and a lingua franca in parts of south-central Africa.
  • 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: Luwo language
Triple: [Western Nilotic languages, hasMember, Luwo language]
Generated description
The Luwo language is a Western Nilotic language spoken primarily by the Luwo people of South Sudan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luwo language
Target entity description: The Luwo language is a Western Nilotic language spoken primarily by the Luwo people of South Sudan.
  • A. Loniu language
    The Loniu language is an Oceanic language spoken on Loniu Island in Manus Province, Papua New Guinea.
  • B. Luvale language
    The Luvale language is a Bantu language spoken primarily by the Luvale people of northwestern Zambia and eastern Angola.
  • C. Logba language
    The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
  • D. Lovono language
    The Lovono language is an Oceanic language spoken in the Temotu Province of the Solomon Islands, belonging to the Temotu subgroup of Austronesian languages.
  • E. Lozi language
    The Lozi language is a Bantu language spoken primarily in western Zambia and surrounding regions, serving as the main language of the Lozi people and a lingua franca in parts of south-central Africa.
  • 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_69d6aafe02d881909900d54ad7d4af84 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a463f6448190a4c8e1651a2bd905 completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef1433be908190b2ac887655a6c85a completed April 27, 2026, 7:45 a.m.
NEDg Description generation batch_69ef511f8f688190b2806d4e8ab16511 completed April 27, 2026, 12:05 p.m.
NED2 Entity disambiguation (via description) batch_69ef537efcc48190afffaa50f28940d8 completed April 27, 2026, 12:15 p.m.
Created at: April 8, 2026, 9:40 p.m.