Triple

T16236295
Position Surface form Disambiguated ID Type / Status
Subject Galvin Middle School E394119 entity
Predicate town P3385 FINISHED
Object Wakefield
Wakefield is a suburban town in Middlesex County, Massachusetts, known for its residential neighborhoods and Lake Quannapowitt.
 E128781 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: Wakefield | Statement: [Galvin Middle School, town, Wakefield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wakefield
Context triple: [Galvin Middle School, town, Wakefield]
  • A. Wakefield
    Wakefield is a historic cathedral city in West Yorkshire, Northern England, known for its medieval heritage and role as an administrative and commercial center in the region.
  • B. Wakefield
    Wakefield is a small rural township in New Zealand’s Tasman District, located southwest of Nelson and serving as a local service and farming community.
  • C. Wakefield
    Wakefield is a residential neighborhood in the northern Bronx in New York City, known for its diverse community and mix of single- and multi-family homes.
  • D. Wakefield
    Wakefield is a residential neighborhood in the northern Bronx of New York City known for its diverse community and mix of single- and multi-family homes.
  • E. Wakefield
    Wakefield is a picturesque village in western Quebec, Canada, known for its historic covered bridge, arts community, and scenic setting along the Gatineau River.
  • 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: Wakefield
Triple: [Galvin Middle School, town, Wakefield]
Generated description
Wakefield is a suburban town in Middlesex County, Massachusetts, known for its residential neighborhoods and Lake Quannapowitt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wakefield
Target entity description: Wakefield is a suburban town in Middlesex County, Massachusetts, known for its residential neighborhoods and Lake Quannapowitt.
  • A. Wakefield chosen
    Wakefield is a suburban town in Middlesex County, Massachusetts, known for its commuter access to Boston and its scenic Lake Quannapowitt.
  • B. Wakefield
    Wakefield is a residential neighborhood in Northwest Washington, D.C., known for its tree-lined streets, mid-20th-century homes, and proximity to Connecticut Avenue amenities.
  • C. Wakefield
    Wakefield is a residential neighborhood in the northern Bronx in New York City, known for its diverse community and mix of single- and multi-family homes.
  • D. Wakefield
    Wakefield is a residential neighborhood in the northern Bronx of New York City known for its diverse community and mix of single- and multi-family homes.
  • E. Wakefield
    Wakefield is a small rural township in New Zealand’s Tasman District, located southwest of Nelson and serving as a local service and farming community.
  • 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_69d87f204df88190a8f88923decf9835 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2455abc608190ba3308c15c9e8a23 completed April 17, 2026, 2:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017ad3fa88190b71aa1e0c6414807 completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a001866c8408190bff34f181637d0c4 completed May 10, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_6a00192a16d88190b35465c5c481cf44 completed May 10, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:04 a.m.