Triple

T12834530
Position Surface form Disambiguated ID Type / Status
Subject Ugep E306873 entity
Predicate languageSpoken P151 FINISHED
Object Lokaa language
The Lokaa language is a Niger-Congo language spoken primarily by the Lokaa people in and around Ugep in Cross River State, southeastern Nigeria.
 E1005086 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: Lokaa language | Statement: [Ugep, languageSpoken, Lokaa language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lokaa language
Context triple: [Ugep, languageSpoken, Lokaa language]
  • A. Loko language
    Loko language is a Southern Atlantic language spoken primarily by the Loko people in Sierra Leone.
  • B. Lokoya language
    The Lokoya language is a Nilo-Saharan language spoken by the Lokoya people of South Sudan.
  • C. Lotuko language
    The Lotuko language is an Eastern Nilotic language spoken primarily by the Lotuko people of South Sudan.
  • D. Löyöp language
    The Löyöp language is an Oceanic language spoken by a small community in the Banks Islands of northern Vanuatu.
  • E. Lavukaleve language
    Lavukaleve is a Papuan language spoken by the Lavukal people of the Russell Islands in the Solomon Islands, known for its complex grammar and status as one of the Central Solomons languages.
  • 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: Lokaa language
Triple: [Ugep, languageSpoken, Lokaa language]
Generated description
The Lokaa language is a Niger-Congo language spoken primarily by the Lokaa people in and around Ugep in Cross River State, southeastern Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lokaa language
Target entity description: The Lokaa language is a Niger-Congo language spoken primarily by the Lokaa people in and around Ugep in Cross River State, southeastern Nigeria.
  • A. Loko language
    Loko language is a Southern Atlantic language spoken primarily by the Loko people in Sierra Leone.
  • B. Lokoya language
    The Lokoya language is a Nilo-Saharan language spoken by the Lokoya people of South Sudan.
  • C. Lotuko language
    The Lotuko language is an Eastern Nilotic language spoken primarily by the Lotuko people of South Sudan.
  • D. Löyöp language
    The Löyöp language is an Oceanic language spoken by a small community in the Banks Islands of northern Vanuatu.
  • E. Lavukaleve language
    Lavukaleve is a Papuan language spoken by the Lavukal people of the Russell Islands in the Solomon Islands, known for its complex grammar and status as one of the Central Solomons languages.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96fb1c7248190bb6e644e041d192e completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68edaa6288190a775f6e852fa941b completed May 2, 2026, 11:55 p.m.
NEDg Description generation batch_69f6900385548190befe667dc4e33af9 completed May 3, 2026, midnight
NED2 Entity disambiguation (via description) batch_69f690c0bd208190bd1f04a9640ad1ce completed May 3, 2026, 12:03 a.m.
Created at: April 9, 2026, 5:34 p.m.