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.