Triple

T11622738
Position Surface form Disambiguated ID Type / Status
Subject Parliament Gardens E276178 entity
Predicate hasStatueOf P1646 FINISHED
Object Theophilus Hamutumbangela
Theophilus Hamutumbangela was a Namibian Lutheran pastor and prominent anti-apartheid activist who played a key role in the country’s struggle for independence.
E938204 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: Theophilus Hamutumbangela | Statement: [Parliament Gardens, hasStatueOf, Theophilus Hamutumbangela]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theophilus Hamutumbangela
Context triple: [Parliament Gardens, hasStatueOf, Theophilus Hamutumbangela]
  • A. Samuel Minkio Bamba
    Samuel Minkio Bamba is a Cameroonian lyricist best known for writing the words to Cameroon’s national anthem, "O Cameroon, Cradle of Our Forefathers."
  • B. Tendai Biti
    Tendai Biti is a prominent Zimbabwean lawyer, politician, and opposition leader who has served as finance minister and played a key role in challenging Robert Mugabe’s rule.
  • C. Wilton Sankawulo
    Wilton Sankawulo was a prominent Liberian writer, educator, and politician who served as Chairman of the Interim Government of National Unity during Liberia’s civil conflict.
  • D. Joseph Gikatilla
    Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
  • E. Charles Misodi Njapa
    Charles Misodi Njapa, better known by his stage name 88-Keys, is an American hip hop record producer and rapper recognized for his soulful, sample-based production and collaborations with prominent artists like Kanye West.
  • 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: Theophilus Hamutumbangela
Triple: [Parliament Gardens, hasStatueOf, Theophilus Hamutumbangela]
Generated description
Theophilus Hamutumbangela was a Namibian Lutheran pastor and prominent anti-apartheid activist who played a key role in the country’s struggle for independence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theophilus Hamutumbangela
Target entity description: Theophilus Hamutumbangela was a Namibian Lutheran pastor and prominent anti-apartheid activist who played a key role in the country’s struggle for independence.
  • A. Samuel Minkio Bamba
    Samuel Minkio Bamba is a Cameroonian lyricist best known for writing the words to Cameroon’s national anthem, "O Cameroon, Cradle of Our Forefathers."
  • B. Tendai Biti
    Tendai Biti is a prominent Zimbabwean lawyer, politician, and opposition leader who has served as finance minister and played a key role in challenging Robert Mugabe’s rule.
  • C. Wilton Sankawulo
    Wilton Sankawulo was a prominent Liberian writer, educator, and politician who served as Chairman of the Interim Government of National Unity during Liberia’s civil conflict.
  • D. Joseph Gikatilla
    Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
  • E. Charles Misodi Njapa
    Charles Misodi Njapa, better known by his stage name 88-Keys, is an American hip hop record producer and rapper recognized for his soulful, sample-based production and collaborations with prominent artists like Kanye West.
  • 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_69d6aafa51148190ab84940694c00235 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a122a3708190ab6513dad4c4fde7 completed April 10, 2026, 7:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee8762586481909a4b563c827487e0 completed April 26, 2026, 9:45 p.m.
NEDg Description generation batch_69eeb310e04c8190a1004662d5bbc015 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee95dfff48190a3c3022cdfc6dafc completed April 27, 2026, 4:43 a.m.
Created at: April 8, 2026, 9:39 p.m.