Triple

T20440354
Position Surface form Disambiguated ID Type / Status
Subject Ghiloni Park E501370 entity
Predicate ownedBy P347 FINISHED
Object City of Marlborough
The City of Marlborough is a municipality in Massachusetts known for its suburban character, local parks and recreation areas, and role as a regional commercial and residential hub.
E1430778 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: City of Marlborough | Statement: [Ghiloni Park, ownedBy, City of Marlborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Marlborough
Context triple: [Ghiloni Park, ownedBy, City of Marlborough]
  • A. City of Malden
    The City of Malden is an urban municipality in Middlesex County, Massachusetts, located just north of Boston and known for its diverse population and residential neighborhoods.
  • B. City of Milton
    The City of Milton is a suburban municipality in north Fulton County, Georgia, known for its semi-rural character, equestrian estates, and historic communities such as Crabapple.
  • C. City of Marl
    The City of Marl is a municipality in North Rhine-Westphalia, Germany, known for its chemical industry, modernist architecture, and cultural patronage.
  • D. Marlborough
    Marlborough is a residential area within the London Borough of Harrow, situated in the Harrow West parliamentary constituency.
  • E. Marlborough
    Marlborough is a historic market town in Wiltshire, England, known for its broad High Street and well-preserved architecture.
  • 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: City of Marlborough
Triple: [Ghiloni Park, ownedBy, City of Marlborough]
Generated description
The City of Marlborough is a municipality in Massachusetts known for its suburban character, local parks and recreation areas, and role as a regional commercial and residential hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Marlborough
Target entity description: The City of Marlborough is a municipality in Massachusetts known for its suburban character, local parks and recreation areas, and role as a regional commercial and residential hub.
  • A. City of Malden
    The City of Malden is an urban municipality in Middlesex County, Massachusetts, located just north of Boston and known for its diverse population and residential neighborhoods.
  • B. City of Milton
    The City of Milton is a suburban municipality in north Fulton County, Georgia, known for its semi-rural character, equestrian estates, and historic communities such as Crabapple.
  • C. City of Marl
    The City of Marl is a municipality in North Rhine-Westphalia, Germany, known for its chemical industry, modernist architecture, and cultural patronage.
  • D. Marlborough
    Marlborough is a residential area within the London Borough of Harrow, situated in the Harrow West parliamentary constituency.
  • E. Marlborough
    Marlborough is a historic market town in Wiltshire, England, known for its broad High Street and well-preserved architecture.
  • 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_69e0b4ab3cfc8190ac9bf32e932316b1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e685f20fe08190b9370b523a20153d completed April 20, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0883fd1af88190a34aef615ec3a23e completed May 16, 2026, 2:49 p.m.
NEDg Description generation batch_6a0884d316148190b1fe155fc2dfbb7b completed May 16, 2026, 2:53 p.m.
NED2 Entity disambiguation (via description) batch_6a088565cbcc81909b4bbc286d272ef6 completed May 16, 2026, 2:55 p.m.
Created at: April 16, 2026, 11:31 a.m.