Triple

T13397952
Position Surface form Disambiguated ID Type / Status
Subject Gtech E319748 entity
Predicate headquartersLocation P62 FINISHED
Object Worcester
Worcester is a historic cathedral city in Worcestershire, England, known for its medieval architecture, riverfront setting on the River Severn, and role as a regional commercial and cultural center.
 E380953 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 | Statement: [Gtech, headquartersLocation, Worcester]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Worcester
Context triple: [Gtech, headquartersLocation, Worcester]
  • A. 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.
  • B. Worcester
    Worcester is a small town in Otsego County, New York, known for its rural character and location in the central part of the state.
  • C. Worcester
    Worcester is a historic cathedral city in Worcestershire, England, situated on the River Severn and known for its medieval architecture and cultural heritage.
  • D. Worcester, Massachusetts
    Worcester, Massachusetts is a major city in central Massachusetts known as a historic industrial and educational hub often called the "Heart of the Commonwealth."
  • E. Worcester metropolitan area
    The Worcester metropolitan area is a U.S. Census-defined region in central Massachusetts centered on the city of Worcester, encompassing surrounding suburban and rural communities.
  • 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
Triple: [Gtech, headquartersLocation, Worcester]
Generated description
Worcester is a historic cathedral city in Worcestershire, England, known for its medieval architecture, riverfront setting on the River Severn, and role as a regional commercial and cultural center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Worcester
Target entity description: Worcester is a historic cathedral city in Worcestershire, England, known for its medieval architecture, riverfront setting on the River Severn, and role as a regional commercial and cultural center.
  • A. 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.
  • B. Worcester chosen
    Worcester is a historic cathedral city in Worcestershire, England, situated on the River Severn and known for its medieval architecture and cultural heritage.
  • C. Worcester
    Worcester is a small town in Otsego County, New York, known for its rural character and location in the central part of the state.
  • D. Worcester, Massachusetts
    Worcester, Massachusetts is a major city in central Massachusetts known as a historic industrial and educational hub often called the "Heart of the Commonwealth."
  • E. Worcester metropolitan area
    The Worcester metropolitan area is a U.S. Census-defined region in central Massachusetts centered on the city of Worcester, encompassing surrounding suburban and rural communities.
  • F. None of above.

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_69d806b943cc8190b6af624d385d7e12 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dba0d9e7348190844e11dd6cbd13b0 completed April 12, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f73983b8f08190bf4d1a64c0beab97 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73cd5c9ec8190a2be4989d304d970 completed May 3, 2026, 12:17 p.m.
NED2 Entity disambiguation (via description) batch_69f73d489eb0819086fc93a6a851d2f7 completed May 3, 2026, 12:19 p.m.
Created at: April 9, 2026, 9:34 p.m.