Triple

T22193123
Position Surface form Disambiguated ID Type / Status
Subject Polokwane Local Municipality E548480 entity
Predicate containsSettlement P847 FINISHED
Object Ga-Molepo
Ga-Molepo is a rural settlement in the Limpopo province of South Africa, situated within the jurisdiction of the Polokwane Local Municipality.
 E1531570 NE FINISHED

How this triple was built (4 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: Ga-Molepo | Statement: [Polokwane Local Municipality, containsSettlement, Ga-Molepo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ga-Molepo
Context triple: [Polokwane Local Municipality, containsSettlement, Ga-Molepo]
  • A. Ga-Mothapo
    Ga-Mothapo is a village in the Limpopo province of South Africa that forms part of the rural settlements within the Polokwane area.
  • B. Bophelong
    Bophelong is a township in the Emfuleni area of Gauteng, South Africa, known as a residential community near the industrial city of Vanderbijlpark.
  • C. Mochudi
    Mochudi is a large village in southeastern Botswana that serves as a cultural and historical center of the Bakgatla people.
  • D. Thohoyandou
    Thohoyandou is a town in South Africa’s Limpopo province that serves as an administrative, commercial, and educational hub for the surrounding region.
  • E. Keabetswe
    Keabetswe is the given first name of Mokgweetsi Masisi, the president of Botswana.
  • 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: Ga-Molepo
Triple: [Polokwane Local Municipality, containsSettlement, Ga-Molepo]
Generated description
Ga-Molepo is a rural settlement in the Limpopo province of South Africa, situated within the jurisdiction of the Polokwane Local Municipality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ga-Molepo
Target entity description: Ga-Molepo is a rural settlement in the Limpopo province of South Africa, situated within the jurisdiction of the Polokwane Local Municipality.
  • A. Ga-Mothapo
    Ga-Mothapo is a village in the Limpopo province of South Africa that forms part of the rural settlements within the Polokwane area.
  • B. Bophelong
    Bophelong is a township in the Emfuleni area of Gauteng, South Africa, known as a residential community near the industrial city of Vanderbijlpark.
  • C. Mochudi
    Mochudi is a large village in southeastern Botswana that serves as a cultural and historical center of the Bakgatla people.
  • D. Thohoyandou
    Thohoyandou is a town in South Africa’s Limpopo province that serves as an administrative, commercial, and educational hub for the surrounding region.
  • E. Keabetswe
    Keabetswe is the given first name of Mokgweetsi Masisi, the president of Botswana.
  • F. None of above. chosen

Provenance (5 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12ae552908190b38c3d765bcfb68a completed April 28, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad507d7608190bd8e66d1136d4b7a completed May 18, 2026, 8:59 a.m.
NEDg Description generation batch_6a0ad991a1e48190ad240a20694223fc completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0ada2a61b881908a636b2d1d6e4509 completed May 18, 2026, 9:21 a.m.
Created at: April 16, 2026, 8:35 p.m.