Triple

T25981571
Position Surface form Disambiguated ID Type / Status
Subject Lilongwe City Council E646083 entity
Predicate hasElectoralWards P148101 FINISHED
Object Lilongwe City wards
Lilongwe City wards are the local electoral divisions within Malawi’s capital city used to elect representatives to the Lilongwe City Council.
 E1703158 NE FINISHED

How this triple was built (3 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: Lilongwe City wards | Statement: [Lilongwe City Council, hasElectoralWards, Lilongwe City wards]
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: Lilongwe City wards
Triple: [Lilongwe City Council, hasElectoralWards, Lilongwe City wards]
Generated description
Lilongwe City wards are the local electoral divisions within Malawi’s capital city used to elect representatives to the Lilongwe City Council.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasElectoralWards
Context triple: [Lilongwe City Council, hasElectoralWards, Lilongwe City wards]
  • A. hasMunicipalWards chosen
    Indicates that a municipality is divided into and associated with one or more municipal wards as its internal administrative units.
  • B. hasElectoralDistricts
    Indicates that a political or administrative unit is divided into one or more electoral districts used for representation or voting.
  • C. hasElectoralWardStatus
    Indicates that an entity holds the official status or designation of an electoral ward within an administrative or political system.
  • D. hasElectoralUnit
    Indicates that a political or administrative entity is associated with a specific electoral unit used for voting or representation.
  • E. hasParallelElectorates
    Indicates that two electoral systems or jurisdictions share corresponding or equivalent electorates that function in parallel.
  • F. None of above.

Provenance (6 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_69e77e881fc08190ba1c8dc7e2a07f97 completed April 21, 2026, 1:41 p.m.
NER Named-entity recognition batch_69f60c698ae48190871cd445422bad91 completed May 2, 2026, 2:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a11078ff24481908ee159fa05d6397d completed May 23, 2026, 1:49 a.m.
NEDg Description generation batch_6a11085043a08190b86f770075f609c1 completed May 23, 2026, 1:52 a.m.
NED2 Entity disambiguation (via description) batch_6a110925bec881908c0bdb63355e4e31 completed May 23, 2026, 1:55 a.m.
PD Predicate disambiguation batch_69f60b874cc88190a487230abb69efea completed May 2, 2026, 2:34 p.m.
Created at: April 22, 2026, 8:54 a.m.