Triple

T12039688
Position Surface form Disambiguated ID Type / Status
Subject Plateau languages E286627 entity
Predicate haveBranch P49773 FINISHED
Object Beromic languages
Beromic languages are a subgroup of Plateau languages spoken primarily in central Nigeria, known for their linguistic diversity and complex noun class systems.
E961100 NE FINISHED

How this triple was built (5 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: Beromic languages | Statement: [Plateau languages, haveBranch, Beromic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beromic languages
Context triple: [Plateau languages, haveBranch, Beromic languages]
  • A. Irminonic languages
    Irminonic languages are a branch of the West Germanic language family that includes High German varieties such as Standard German and Yiddish.
  • B. Wiradhuric languages
    The Wiradhuric languages are a small group of closely related Australian Aboriginal languages traditionally spoken in inland New South Wales.
  • C. Maipurean languages
    The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
  • D. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • E. Tamanic languages
    The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
  • 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: Beromic languages
Triple: [Plateau languages, haveBranch, Beromic languages]
Generated description
Beromic languages are a subgroup of Plateau languages spoken primarily in central Nigeria, known for their linguistic diversity and complex noun class systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beromic languages
Target entity description: Beromic languages are a subgroup of Plateau languages spoken primarily in central Nigeria, known for their linguistic diversity and complex noun class systems.
  • A. Irminonic languages
    Irminonic languages are a branch of the West Germanic language family that includes High German varieties such as Standard German and Yiddish.
  • B. Wiradhuric languages
    The Wiradhuric languages are a small group of closely related Australian Aboriginal languages traditionally spoken in inland New South Wales.
  • C. Maipurean languages
    The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
  • D. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • E. Tamanic languages
    The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: haveBranch
Context triple: [Plateau languages, haveBranch, Beromic languages]
  • A. hasBranches
    Indicates that an entity extends into multiple subordinate parts or offshoots, like limbs, divisions, or sections stemming from a main source.
  • B. hadBranchIn
    Indicates that an organization or entity maintained a branch, office, or subsidiary located in another specified place or entity.
  • C. hasBranchOffice
    Indicates that one organization maintains a branch office or subsidiary location in another place or entity.
  • D. hasTwoBranches
    Indicates that the related entity is divided into or composed of exactly two distinct branches.
  • E. hasFamilyBranch chosen
    Indicates that one entity is a subdivision, offshoot, or branch within the broader family group or lineage of another entity.
  • F. None of above.

Provenance (6 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9100b4ca8819084845ca4c13e34ce completed April 10, 2026, 2:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d9937a08190b2f606a1e55733b5 completed May 1, 2026, 12:33 p.m.
NEDg Description generation batch_69f53d9460bc8190869f2b7d095d98cb completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f56495830c8190ad5e1767f251b4c5 completed May 2, 2026, 2:42 a.m.
PD Predicate disambiguation batch_69d902bac9e08190aa1a99c835f29542 completed April 10, 2026, 2:01 p.m.
Created at: April 8, 2026, 9:47 p.m.