Triple

T22771494
Position Surface form Disambiguated ID Type / Status
Subject Municipal Council of Port Vila E563567 entity
Predicate cooperatesWith P435 FINISHED
Object Shefa Provincial Government
Shefa Provincial Government is the regional governing authority for Shefa Province in Vanuatu, responsible for local administration, development, and public services across the province’s islands.
 E1552918 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: Shefa Provincial Government | Statement: [Municipal Council of Port Vila, cooperatesWith, Shefa Provincial Government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shefa Provincial Government
Context triple: [Municipal Council of Port Vila, cooperatesWith, Shefa Provincial Government]
  • A. Malaita Provincial Government
    Malaita Provincial Government is the local governing authority responsible for administering Malaita Province in the Solomon Islands.
  • B. Simbu Provincial Government
    Simbu Provincial Government is the administrative authority responsible for governing and managing public affairs in Simbu Province, Papua New Guinea.
  • C. Jiwaka Provincial Government
    Jiwaka Provincial Government is the administrative authority responsible for governing and managing public affairs in Jiwaka Province, Papua New Guinea.
  • D. Enga Provincial Government
    Enga Provincial Government is the administrative authority responsible for local governance, development, and public services in Papua New Guinea’s Enga Province.
  • E. Sandaun Provincial Government
    Sandaun Provincial Government is the regional administrative authority responsible for governing and managing public affairs in Papua New Guinea’s Sandaun Province.
  • 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: Shefa Provincial Government
Triple: [Municipal Council of Port Vila, cooperatesWith, Shefa Provincial Government]
Generated description
Shefa Provincial Government is the regional governing authority for Shefa Province in Vanuatu, responsible for local administration, development, and public services across the province’s islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shefa Provincial Government
Target entity description: Shefa Provincial Government is the regional governing authority for Shefa Province in Vanuatu, responsible for local administration, development, and public services across the province’s islands.
  • A. Malaita Provincial Government
    Malaita Provincial Government is the local governing authority responsible for administering Malaita Province in the Solomon Islands.
  • B. Simbu Provincial Government
    Simbu Provincial Government is the administrative authority responsible for governing and managing public affairs in Simbu Province, Papua New Guinea.
  • C. Jiwaka Provincial Government
    Jiwaka Provincial Government is the administrative authority responsible for governing and managing public affairs in Jiwaka Province, Papua New Guinea.
  • D. Enga Provincial Government
    Enga Provincial Government is the administrative authority responsible for local governance, development, and public services in Papua New Guinea’s Enga Province.
  • E. Sandaun Provincial Government
    Sandaun Provincial Government is the regional administrative authority responsible for governing and managing public affairs in Papua New Guinea’s Sandaun Province.
  • 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_69e24554497c819080b996e071de27c2 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17b5e77d081909ea58d55c240662c completed April 29, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9822db848190b8498f7bc47bf7e2 completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b98e33b78819084ac449dd47cc778 completed May 18, 2026, 10:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9996e05c8190ad2cb5704bb4c245 completed May 18, 2026, 10:58 p.m.
Created at: April 17, 2026, 3:27 p.m.