Triple

T15612372
Position Surface form Disambiguated ID Type / Status
Subject Taita-Taveta County E375328 entity
Predicate hasConstituency P1971 FINISHED
Object Wundanyi Constituency
Wundanyi Constituency is an electoral constituency in Kenya that forms part of Taita-Taveta County in the coastal region.
E1167470 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: Wundanyi Constituency | Statement: [Taita-Taveta County, hasConstituency, Wundanyi Constituency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wundanyi Constituency
Context triple: [Taita-Taveta County, hasConstituency, Wundanyi Constituency]
  • A. Kibra Constituency
    Kibra Constituency is an electoral area in Nairobi, Kenya, encompassing the informal settlement of Kibera and represented in the National Assembly.
  • B. Muhoroni Constituency
    Muhoroni Constituency is an electoral constituency in Kenya that forms part of the political representation structure within the former Nyando District in the Nyanza region.
  • C. Othaya Constituency
    Othaya Constituency is a parliamentary electoral area in Kenya’s Nyeri County, best known as the long-time political stronghold of former President Mwai Kibaki.
  • D. Bondo Constituency
    Bondo Constituency is an electoral area in Kenya that forms part of the political representation structure within Siaya County in the western region of the country.
  • E. Nyakach Constituency
    Nyakach Constituency is an electoral constituency in Kenya that forms part of the political representation structure within the former Nyando District in the Nyanza region.
  • 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: Wundanyi Constituency
Triple: [Taita-Taveta County, hasConstituency, Wundanyi Constituency]
Generated description
Wundanyi Constituency is an electoral constituency in Kenya that forms part of Taita-Taveta County in the coastal region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wundanyi Constituency
Target entity description: Wundanyi Constituency is an electoral constituency in Kenya that forms part of Taita-Taveta County in the coastal region.
  • A. Kibra Constituency
    Kibra Constituency is an electoral area in Nairobi, Kenya, encompassing the informal settlement of Kibera and represented in the National Assembly.
  • B. Muhoroni Constituency
    Muhoroni Constituency is an electoral constituency in Kenya that forms part of the political representation structure within the former Nyando District in the Nyanza region.
  • C. Othaya Constituency
    Othaya Constituency is a parliamentary electoral area in Kenya’s Nyeri County, best known as the long-time political stronghold of former President Mwai Kibaki.
  • D. Bondo Constituency
    Bondo Constituency is an electoral area in Kenya that forms part of the political representation structure within Siaya County in the western region of the country.
  • E. Nyakach Constituency
    Nyakach Constituency is an electoral constituency in Kenya that forms part of the political representation structure within the former Nyando District in the Nyanza region.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e8148a0819087d6d69cc84487ca completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f3913908190acdd7da62b4f521d completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff5ffaefb4819094468ff0008740f8 completed May 9, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69ff6062f0ac819081270f270ce2f057 completed May 9, 2026, 4:27 p.m.
Created at: April 10, 2026, 4:13 a.m.