Triple

T10505289
Position Surface form Disambiguated ID Type / Status
Subject Thokozani Khupe E247769 entity
Predicate memberOfPoliticalParty P10 FINISHED
Object MDC–T (Khupe faction)
MDC–T (Khupe faction) is a Zimbabwean opposition political party faction led by Thokozani Khupe that emerged from internal splits within the Movement for Democratic Change – Tsvangirai.
E867474 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: MDC–T (Khupe faction) | Statement: [Thokozani Khupe, memberOfPoliticalParty, MDC–T (Khupe faction)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MDC–T (Khupe faction)
Context triple: [Thokozani Khupe, memberOfPoliticalParty, MDC–T (Khupe faction)]
  • A. Economic Freedom Fighters
    The Economic Freedom Fighters is a South African leftist, pan-Africanist political party known for its radical economic policies, including calls for land expropriation without compensation and nationalization of key industries.
  • B. Impuzamugambi militia
    The Impuzamugambi militia was an extremist Hutu paramilitary group in Rwanda that played a central role in organizing and carrying out mass killings of Tutsi and moderate Hutu during the 1994 genocide.
  • C. Tondi Songway Kiini (TSK)
    Tondi Songway Kiini (TSK) is a Songhay language variety spoken in parts of Mali, notable for its distinct phonological and grammatical features within the Songhay language family.
  • D. UNITAF
    UNITAF (Unified Task Force) was a U.S.-led multinational military coalition deployed to Somalia in 1992–1993 under UN authorization to secure humanitarian relief operations during the Somali civil war.
  • E. Mandla
    Mandla is a town and administrative district headquarters in the central Indian state of Madhya Pradesh, known for its proximity to the Narmada River and nearby wildlife and forested areas.
  • 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: MDC–T (Khupe faction)
Triple: [Thokozani Khupe, memberOfPoliticalParty, MDC–T (Khupe faction)]
Generated description
MDC–T (Khupe faction) is a Zimbabwean opposition political party faction led by Thokozani Khupe that emerged from internal splits within the Movement for Democratic Change – Tsvangirai.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MDC–T (Khupe faction)
Target entity description: MDC–T (Khupe faction) is a Zimbabwean opposition political party faction led by Thokozani Khupe that emerged from internal splits within the Movement for Democratic Change – Tsvangirai.
  • A. Economic Freedom Fighters
    The Economic Freedom Fighters is a South African leftist, pan-Africanist political party known for its radical economic policies, including calls for land expropriation without compensation and nationalization of key industries.
  • B. Impuzamugambi militia
    The Impuzamugambi militia was an extremist Hutu paramilitary group in Rwanda that played a central role in organizing and carrying out mass killings of Tutsi and moderate Hutu during the 1994 genocide.
  • C. Tondi Songway Kiini (TSK)
    Tondi Songway Kiini (TSK) is a Songhay language variety spoken in parts of Mali, notable for its distinct phonological and grammatical features within the Songhay language family.
  • D. UNITAF
    UNITAF (Unified Task Force) was a U.S.-led multinational military coalition deployed to Somalia in 1992–1993 under UN authorization to secure humanitarian relief operations during the Somali civil war.
  • E. Mandla
    Mandla is a town and administrative district headquarters in the central Indian state of Madhya Pradesh, known for its proximity to the Narmada River and nearby wildlife and forested areas.
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5099f4dec8190a9851739c8bc9a69 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dcd89ba481908653730b43e3d4ab completed April 10, 2026, 11:19 a.m.
NEDg Description generation batch_69d8e8c9d5cc8190a425ed834855bbcd completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901fecee88190999e88ca2e56a516 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:26 p.m.