Triple

T12653822
Position Surface form Disambiguated ID Type / Status
Subject Loma E302229 entity
Predicate hasDialect P4251 FINISHED
Object Guinean Loma
Guinean Loma is a regional variety of the Loma language spoken primarily in parts of Guinea.
 E998834 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: Guinean Loma | Statement: [Loma, hasDialect, Guinean Loma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guinean Loma
Context triple: [Loma, hasDialect, Guinean Loma]
  • A. Mount Nimba
    Mount Nimba is a prominent West African mountain massif known for its rich biodiversity and UNESCO World Heritage–listed nature reserve spanning Guinea, Liberia, and Côte d’Ivoire.
  • B. Guinea Highlands
    The Guinea Highlands is a mountainous region in West Africa known for its rich mineral resources and as the headwaters of several major rivers, including the Niger.
  • C. Mon Repos
    Mon Repos is a coastal area in Queensland, Australia, best known for its important marine turtle rookery and conservation park.
  • D. Mambilla Plateau
    The Mambilla Plateau is a highland region in eastern Nigeria known for its cool climate, scenic grasslands, and role as a major center of tea and dairy production.
  • E. Akwapim-Togo Range
    The Akwapim-Togo Range is a chain of hills and mountains in southeastern Ghana extending into Togo, known for its scenic landscapes, biodiversity, and role as a natural boundary in the region.
  • 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: Guinean Loma
Triple: [Loma, hasDialect, Guinean Loma]
Generated description
Guinean Loma is a regional variety of the Loma language spoken primarily in parts of Guinea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guinean Loma
Target entity description: Guinean Loma is a regional variety of the Loma language spoken primarily in parts of Guinea.
  • A. Mount Nimba
    Mount Nimba is a prominent West African mountain massif known for its rich biodiversity and UNESCO World Heritage–listed nature reserve spanning Guinea, Liberia, and Côte d’Ivoire.
  • B. Guinea Highlands
    The Guinea Highlands is a mountainous region in West Africa known for its rich mineral resources and as the headwaters of several major rivers, including the Niger.
  • C. Mon Repos
    Mon Repos is a coastal area in Queensland, Australia, best known for its important marine turtle rookery and conservation park.
  • D. Mambilla Plateau
    The Mambilla Plateau is a highland region in eastern Nigeria known for its cool climate, scenic grasslands, and role as a major center of tea and dairy production.
  • E. Akwapim-Togo Range
    The Akwapim-Togo Range is a chain of hills and mountains in southeastern Ghana extending into Togo, known for its scenic landscapes, biodiversity, and role as a natural boundary in the region.
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96160730c81909e1aa3efb51bf159 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6719c18508190a9c28b2526e6b336 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6749c2ddc8190945270e6e5b210dd completed May 2, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69f675c42fec8190b60751c0db88f3b6 completed May 2, 2026, 10:08 p.m.
Created at: April 9, 2026, 5:18 p.m.