Triple

T5005525
Position Surface form Disambiguated ID Type / Status
Subject Heart of the Commonwealth E112480 entity
Predicate usedBy P260 FINISHED
Object Worcester tourism organizations
Worcester tourism organizations are groups that promote travel and visitation to Worcester, Massachusetts, highlighting the city’s attractions, culture, and identity as the “Heart of the Commonwealth.”
 E487267 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: Worcester tourism organizations | Statement: [Heart of the Commonwealth, usedBy, Worcester tourism organizations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Worcester tourism organizations
Context triple: [Heart of the Commonwealth, usedBy, Worcester tourism organizations]
  • A. Worcester City Council
    Worcester City Council is the elected municipal legislative body responsible for setting policy and passing local laws for the city of Worcester, Massachusetts.
  • B. Worcestershire County Council
    Worcestershire County Council is the top-tier local government authority responsible for providing key public services and strategic administration across the county of Worcestershire in England.
  • C. Worcester, England
    Worcester, England is a historic cathedral city in the West Midlands of England, known for its medieval architecture, role in the English Civil War, and as the namesake of Worcester, Massachusetts.
  • D. Worcester
    Worcester is a large agricultural and commercial town in South Africa’s Western Cape, known for its vineyards, fruit farming, and surrounding mountain scenery.
  • E. Worcester
    Worcester is a historic cathedral city in Worcestershire, England, situated on the River Severn and known for its medieval architecture and cultural heritage.
  • 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: Worcester tourism organizations
Triple: [Heart of the Commonwealth, usedBy, Worcester tourism organizations]
Generated description
Worcester tourism organizations are groups that promote travel and visitation to Worcester, Massachusetts, highlighting the city’s attractions, culture, and identity as the “Heart of the Commonwealth.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Worcester tourism organizations
Target entity description: Worcester tourism organizations are groups that promote travel and visitation to Worcester, Massachusetts, highlighting the city’s attractions, culture, and identity as the “Heart of the Commonwealth.”
  • A. Worcester City Council
    Worcester City Council is the elected municipal legislative body responsible for setting policy and passing local laws for the city of Worcester, Massachusetts.
  • B. Worcestershire County Council
    Worcestershire County Council is the top-tier local government authority responsible for providing key public services and strategic administration across the county of Worcestershire in England.
  • C. Worcester, England
    Worcester, England is a historic cathedral city in the West Midlands of England, known for its medieval architecture, role in the English Civil War, and as the namesake of Worcester, Massachusetts.
  • D. Worcester
    Worcester is a large agricultural and commercial town in South Africa’s Western Cape, known for its vineyards, fruit farming, and surrounding mountain scenery.
  • E. Worcester
    Worcester is a historic cathedral city in Worcestershire, England, situated on the River Severn and known for its medieval architecture and cultural heritage.
  • 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_69bd4433d0b08190877e83959ef40d81 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd72e63a0c8190abf697c2e3dc2bf0 completed March 20, 2026, 4:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9261ef088190a012d55294b9e3c2 completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be945736d0819097e26ad90d6f9813 completed March 21, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_69be94d3578c81909e8139f253e26d69 completed March 21, 2026, 12:53 p.m.
Created at: March 20, 2026, 1:35 p.m.