Triple

T3888423
Position Surface form Disambiguated ID Type / Status
Subject Corisco E87999 entity
Predicate hasLanguageHistoricallySpoken P23402 FINISHED
Object Benga language
The Benga language is a Bantu language of the Niger-Congo family traditionally spoken by the Benga people in coastal areas of Equatorial Guinea and nearby islands.
E397868 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: Benga language | Statement: [Corisco, hasLanguageHistoricallySpoken, Benga language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benga language
Context triple: [Corisco, hasLanguageHistoricallySpoken, Benga language]
  • A. Bongo language
    The Bongo language is a Central Sudanic language spoken by the Bongo people of South Sudan.
  • B. Karanga language
    The Karanga language is a member of the Maban branch of the Nilo-Saharan language family, spoken by communities in the central African region.
  • C. Banda-Ndélé language
    The Banda-Ndélé language is a Central Sudanic language spoken by the Banda people, primarily in the Central African Republic.
  • D. Banda-Mbrém language
    The Banda-Mbrém language is a Central Sudanic language spoken by the Banda people in parts of Central Africa, particularly in the Central African Republic.
  • E. Kenga language
    The Kenga language is a Central Sudanic language spoken primarily by the Kenga people in Chad.
  • 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: Benga language
Triple: [Corisco, hasLanguageHistoricallySpoken, Benga language]
Generated description
The Benga language is a Bantu language of the Niger-Congo family traditionally spoken by the Benga people in coastal areas of Equatorial Guinea and nearby islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benga language
Target entity description: The Benga language is a Bantu language of the Niger-Congo family traditionally spoken by the Benga people in coastal areas of Equatorial Guinea and nearby islands.
  • A. Bongo language
    The Bongo language is a Central Sudanic language spoken by the Bongo people of South Sudan.
  • B. Karanga language
    The Karanga language is a member of the Maban branch of the Nilo-Saharan language family, spoken by communities in the central African region.
  • C. Banda-Ndélé language
    The Banda-Ndélé language is a Central Sudanic language spoken by the Banda people, primarily in the Central African Republic.
  • D. Banda-Mbrém language
    The Banda-Mbrém language is a Central Sudanic language spoken by the Banda people in parts of Central Africa, particularly in the Central African Republic.
  • E. Kenga language
    The Kenga language is a Central Sudanic language spoken primarily by the Kenga people in Chad.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasLanguageHistoricallySpoken
Context triple: [Corisco, hasLanguageHistoricallySpoken, Benga language]
  • A. historicallySpokenIn
    Indicates that a language was used for spoken communication in a particular place or region during a past historical period.
  • B. hasMajorityLanguageHistorically
    Indicates that a particular language has historically been the predominant or majority language within a given entity or region.
  • C. hasLinguisticHeritage
    Indicates that one entity possesses or is associated with the linguistic background, tradition, or ancestry of another entity.
  • D. languageOfHistoricalRecord
    Indicates the language in which a given historical record is written or recorded.
  • E. historicallySpoke chosen
    Indicates that an entity used a particular language as a spoken language during some period in the past.
  • 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_69aed9466d548190939f5217a23ed4ac completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecad4bf081909ae45a69d22468fa completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51c8f299c8190a6a53ec59837b402 completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b51d51e52881908f798b12ee123d69 completed March 14, 2026, 8:33 a.m.
NED2 Entity disambiguation (via description) batch_69b51dba68fc8190b02b0ca47f4f7803 completed March 14, 2026, 8:35 a.m.
PD Predicate disambiguation batch_69aee759609c8190985e96ec6d96dedd completed March 9, 2026, 3:29 p.m.
Created at: March 9, 2026, 3:21 p.m.