Triple

T21845856
Position Surface form Disambiguated ID Type / Status
Subject Earl Sweatshirt E539371 entity
Predicate familyName P18 FINISHED
Object Kgositsile
Kgositsile is the surname of American rapper and producer Earl Sweatshirt, whose full name is Thebe Neruda Kgositsile.
 E1509650 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: Kgositsile | Statement: [Earl Sweatshirt, familyName, Kgositsile]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kgositsile
Context triple: [Earl Sweatshirt, familyName, Kgositsile]
  • A. Makgoba
    Makgoba is a South African surname most prominently associated with Thabo Makgoba, the Anglican Archbishop of Cape Town.
  • B. Tsholotsho
    Tsholotsho is a rural district and township in western Zimbabwe known for its proximity to Hwange National Park and its predominantly Ndebele-speaking communities.
  • C. Matamela
    Matamela is the first given name of South African president Cyril Ramaphosa, reflecting his full birth name Matamela Cyril Ramaphosa.
  • D. Mokorotlo
    Mokorotlo is a traditional Basotho conical hat, typically woven from grass, that serves as a national cultural symbol of Lesotho.
  • E. Thembisa
    Thembisa is a music producer known for working on the hip-hop album "I Got Next."
  • 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: Kgositsile
Triple: [Earl Sweatshirt, familyName, Kgositsile]
Generated description
Kgositsile is the surname of American rapper and producer Earl Sweatshirt, whose full name is Thebe Neruda Kgositsile.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kgositsile
Target entity description: Kgositsile is the surname of American rapper and producer Earl Sweatshirt, whose full name is Thebe Neruda Kgositsile.
  • A. Makgoba
    Makgoba is a South African surname most prominently associated with Thabo Makgoba, the Anglican Archbishop of Cape Town.
  • B. Tsholotsho
    Tsholotsho is a rural district and township in western Zimbabwe known for its proximity to Hwange National Park and its predominantly Ndebele-speaking communities.
  • C. Matamela
    Matamela is the first given name of South African president Cyril Ramaphosa, reflecting his full birth name Matamela Cyril Ramaphosa.
  • D. Mokorotlo
    Mokorotlo is a traditional Basotho conical hat, typically woven from grass, that serves as a national cultural symbol of Lesotho.
  • E. Thembisa
    Thembisa is a music producer known for working on the hip-hop album "I Got Next."
  • 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_69e0c476c3c88190a92d08ebb59a128a completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0bd546fb48190a7b815233650c2e7 completed April 28, 2026, 1:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a60d1907c8190a8887c219ab6b47b completed May 18, 2026, 12:44 a.m.
NEDg Description generation batch_6a0a61ce3e9c8190bd692db2be2f2cc8 completed May 18, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_6a0a6240a5008190a745a20a51d3f239 completed May 18, 2026, 12:50 a.m.
Created at: April 16, 2026, 6:55 p.m.