Triple

T14659492
Position Surface form Disambiguated ID Type / Status
Subject Goapele E344198 entity
Predicate familyName P18 FINISHED
Object Mohlabane
Mohlabane is the family name of American soul and R&B singer-songwriter Goapele.
 E1114452 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: Mohlabane | Statement: [Goapele, familyName, Mohlabane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mohlabane
Context triple: [Goapele, familyName, Mohlabane]
  • A. Makhado
    Makhado is a major town in South Africa’s Limpopo province, serving as an important commercial and administrative center in the Vhembe region.
  • B. Mdantsane
    Mdantsane is a large township in South Africa’s Eastern Cape, known as a major residential area near East London and a historic center of anti-apartheid activism and boxing talent.
  • C. Mabalako
    Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
  • D. Makgoba
    Makgoba is a South African surname most prominently associated with Thabo Makgoba, the Anglican Archbishop of Cape Town.
  • E. Mhlaba
    Mhlaba is a surname most notably associated with Raymond Mhlaba, a prominent South African anti-apartheid activist and politician.
  • 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: Mohlabane
Triple: [Goapele, familyName, Mohlabane]
Generated description
Mohlabane is the family name of American soul and R&B singer-songwriter Goapele.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mohlabane
Target entity description: Mohlabane is the family name of American soul and R&B singer-songwriter Goapele.
  • A. Makhado
    Makhado is a major town in South Africa’s Limpopo province, serving as an important commercial and administrative center in the Vhembe region.
  • B. Mdantsane
    Mdantsane is a large township in South Africa’s Eastern Cape, known as a major residential area near East London and a historic center of anti-apartheid activism and boxing talent.
  • C. Mabalako
    Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
  • D. Makgoba
    Makgoba is a South African surname most prominently associated with Thabo Makgoba, the Anglican Archbishop of Cape Town.
  • E. Mhlaba
    Mhlaba is a surname most notably associated with Raymond Mhlaba, a prominent South African anti-apartheid activist and politician.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb51b6a248190a44050c0e0ec2d16 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde175db5881908f88d2b3fd72bb52 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde70b2b7c81909676d8d6f1b2e78f completed May 8, 2026, 1:37 p.m.
NED2 Entity disambiguation (via description) batch_69fde7c662f4819080e1013b1c997934 completed May 8, 2026, 1:40 p.m.
Created at: April 10, 2026, 1:27 a.m.