Triple

T33892080
Position Surface form Disambiguated ID Type / Status
Subject Heiban languages E868794 entity
Predicate spokenByEthnicGroups P17311 FINISHED
Object Heiban people
The Heiban people are an ethnic group of the Nuba Mountains region in Sudan, known for their distinct cultural traditions and use of the Heiban branch of Niger-Congo languages.
 E2072191 NE FINISHED

How this triple was built (3 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: Heiban people | Statement: [Heiban languages, spokenByEthnicGroups, Heiban people]
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: Heiban people
Triple: [Heiban languages, spokenByEthnicGroups, Heiban people]
Generated description
The Heiban people are an ethnic group of the Nuba Mountains region in Sudan, known for their distinct cultural traditions and use of the Heiban branch of Niger-Congo languages.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: spokenByEthnicGroups
Context triple: [Heiban languages, spokenByEthnicGroups, Heiban people]
  • A. spokenByEthnicGroup chosen
    Indicates that a particular language, dialect, or speech variety is used or spoken by a specified ethnic group.
  • B. spokenByMinorityIn
    Indicates that a language or dialect is used primarily by a minority group within a specified geographic or political region.
  • C. ethnolinguisticGroups
    Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
  • D. isSpokenByMinority
    Indicates that the language or dialect is used primarily by a numerically smaller or less dominant group within a larger population.
  • E. isSpokenByPopulationIn
    Indicates that a particular language is used as a spoken means of communication by the people living within a specified geographic region or population group.
  • 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_69f34996761c8190864e42f7c9cf215b completed April 30, 2026, 12:22 p.m.
NER Named-entity recognition batch_69f70b966860819089cf92927f47c5f1 completed May 3, 2026, 8:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a36763625f481908fb822b5e49937ee completed June 20, 2026, 11:15 a.m.
NEDg Description generation batch_6a36784d524481909e1bb8a7cdb3fdd2 completed June 20, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_6a3678a05f2c8190a9976e7ab475187f completed June 20, 2026, 11:25 a.m.
PD Predicate disambiguation batch_69f70abe43e08190b2a30930d96247c1 completed May 3, 2026, 8:43 a.m.
Created at: May 1, 2026, 1:48 a.m.