Triple

T1340505
Position Surface form Disambiguated ID Type / Status
Subject Kwa languages E28451 entity
Predicate hasSubgroup P747 FINISHED
Object Lelemi language
The Lelemi language is a Niger-Congo language spoken primarily by the Lelemi people in eastern Ghana.
 E156663 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: Lelemi language | Statement: [Kwa languages, hasSubgroup, Lelemi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lelemi language
Context triple: [Kwa languages, hasSubgroup, Lelemi language]
  • A. Vella Lavella language
    The Vella Lavella language is an Oceanic language spoken by the indigenous population of Vella Lavella Island in the Western Province of the Solomon Islands.
  • B. Roviana language
    The Roviana language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around Roviana Lagoon, and serves as an important regional lingua franca.
  • C. Lemolang language
    Lemolang is an Austronesian language spoken by a small community in South Sulawesi, Indonesia.
  • D. Hoava language
    The Hoava language is an Oceanic language spoken by communities in the western Solomon Islands, particularly on New Georgia Island.
  • E. Temotu languages
    Temotu languages are a small group of Oceanic languages spoken in the Temotu (Santa Cruz) Province of the southeastern Solomon Islands, notable for their unique features and relative isolation within the Austronesian family.
  • 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: Lelemi language
Triple: [Kwa languages, hasSubgroup, Lelemi language]
Generated description
The Lelemi language is a Niger-Congo language spoken primarily by the Lelemi people in eastern Ghana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lelemi language
Target entity description: The Lelemi language is a Niger-Congo language spoken primarily by the Lelemi people in eastern Ghana.
  • A. Vella Lavella language
    The Vella Lavella language is an Oceanic language spoken by the indigenous population of Vella Lavella Island in the Western Province of the Solomon Islands.
  • B. Roviana language
    The Roviana language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around Roviana Lagoon, and serves as an important regional lingua franca.
  • C. Lemolang language
    Lemolang is an Austronesian language spoken by a small community in South Sulawesi, Indonesia.
  • D. Hoava language
    The Hoava language is an Oceanic language spoken by communities in the western Solomon Islands, particularly on New Georgia Island.
  • E. Temotu languages
    Temotu languages are a small group of Oceanic languages spoken in the Temotu (Santa Cruz) Province of the southeastern Solomon Islands, notable for their unique features and relative isolation within the Austronesian family.
  • 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_69a49854eb3481908c7d56b2e449a290 completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c21490488190b4281a16c87677d1 completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce660ccc8190abc6cdceaf09101c completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf3931bc81908e38755e2d024270 completed March 8, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69accfb8acfc8190bba379d8bb114c29 completed March 8, 2026, 1:24 a.m.
Created at: March 1, 2026, 7:56 p.m.