Triple

T9582079
Position Surface form Disambiguated ID Type / Status
Subject uThukela District Municipality E231195 entity
Predicate hasSecondaryEconomicCenter P48850 FINISHED
Object Estcourt E43755 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: Estcourt | Statement: [uThukela District Municipality, hasSecondaryEconomicCenter, Estcourt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Estcourt
Context triple: [uThukela District Municipality, hasSecondaryEconomicCenter, Estcourt]
  • A. Estcourt chosen
    Estcourt is a town in the KwaZulu-Natal province of South Africa, historically significant as a colonial settlement and regional agricultural and transport hub.
  • B. Kingscourt
    Kingscourt is a central fictional character in Theodor Herzl’s utopian novel "Altneuland," representing a European visitor whose journey to a future Jewish state in Palestine frames the book’s exploration of Zionist ideals.
  • C. Kingscourt
    Kingscourt is a small town in County Cavan, Ireland, known for its rural setting and proximity to the historic Cabra Castle and Dun a Rí Forest Park.
  • D. Kingsmill
    Kingsmill is a small locality in County Armagh, Northern Ireland, historically known for the 1976 Kingsmill massacre during the Troubles.
  • E. Bonville
    Bonville is a small rural locality in New South Wales, Australia, known for its scenic countryside and proximity to the coastal city of Coffs Harbour.
  • 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: hasSecondaryEconomicCenter
Context triple: [uThukela District Municipality, hasSecondaryEconomicCenter, Estcourt]
  • A. hasSecondaryCity chosen
    Indicates that an entity possesses or is associated with a secondary city in addition to its primary city.
  • B. isEconomicCenter
    Indicates that an entity functions as a primary hub for economic activity, such as trade, finance, or industry, within a region or system.
  • C. secondaryCapital
    Indicates that a location serves as an additional or secondary capital city for a political entity, alongside its primary capital.
  • D. isMajorEconomicAreaFor
    Indicates that a location or region serves as a primary center of significant economic activity for a specified entity or sector.
  • E. hasSecondaryAirport
    Indicates that an entity is associated with an additional, typically smaller or alternative, airport beyond its primary one.
  • 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_69ca848161688190a68d514a0a9d5129 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99cd59008190888eb11f00f61994 completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1790fbfb88190b1d12f5ed3d4ef7e completed April 4, 2026, 8:48 p.m.
PD Predicate disambiguation batch_69ccd59fd7408190b36831902e3f37f7 completed April 1, 2026, 8:21 a.m.
Created at: March 30, 2026, 8:05 p.m.