Triple

T16426275
Position Surface form Disambiguated ID Type / Status
Subject Middleveld of Eswatini E398950 entity
Predicate formsHeartlandOf P118291 FINISHED
Object Swazi people E90581 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: Swazi people | Statement: [Middleveld of Eswatini, formsHeartlandOf, Swazi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swazi people
Context triple: [Middleveld of Eswatini, formsHeartlandOf, Swazi people]
  • A. Swazi people chosen
    The Swazi people are a Bantu ethnic group native to Eswatini and neighboring regions, known for their monarchy-centered society, rich cultural traditions, and siSwati language.
  • B. Basotho people
    The Basotho people are a Bantu ethnic group primarily inhabiting Lesotho and parts of South Africa, known for their Sesotho language, distinctive blanket attire, and rich mountain-based cultural traditions.
  • C. Tswa people
    The Tswa people are a Bantu ethnic group of southern Africa, closely related to other Tsonga-speaking communities and known for their distinct language and cultural traditions.
  • D. Malaweg people
    The Malaweg people are an indigenous ethnic group in the Philippines, primarily residing in northern Luzon, known for their distinct cultural traditions and heritage.
  • E. Lomwe people
    The Lomwe people are a Bantu ethnic group primarily found in Malawi and Mozambique, known for their distinct language, agricultural traditions, and rich cultural practices.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: formsHeartlandOf
Context triple: [Middleveld of Eswatini, formsHeartlandOf, Swazi people]
  • A. KansasRegion
    Indicates that an entity is located within, associated with, or pertains to the geographic region of Kansas.
  • B. connectsToAgriculturalRegion
    Indicates a relationship where something is linked or associated with an agricultural region, such as through proximity, infrastructure, or functional interaction.
  • C. regionallyAssociatedWith
    Indicates that two entities are connected or related based on sharing the same or overlapping geographic or regional context.
  • D. landComponent
    Indicates that one entity is a physical land portion or segment that forms part of a larger land area or land-related whole.
  • E. traditionalLandOf chosen
    Indicates that a particular area is recognized as the ancestral or customary territory historically occupied, used, or stewarded by a specific people or community.
  • F. None of above.

Provenance (4 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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e328faa7448190a2606f1b37ea0a3d completed April 18, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a009d27712081908530bbf0d9d47e1f completed May 10, 2026, 2:58 p.m.
PD Predicate disambiguation batch_69e22701d2288190bf8676050758f172 completed April 17, 2026, 12:26 p.m.
Created at: April 10, 2026, 5:09 a.m.