Triple

T7791260
Position Surface form Disambiguated ID Type / Status
Subject Fairmount Line E180183 entity
Predicate connectsStation P845 FINISHED
Object Talbot Avenue
Talbot Avenue is a commuter rail station in Boston, Massachusetts, served by the MBTA's Fairmount Line.
E907321 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: Talbot Avenue | Statement: [Fairmount Line, connectsStation, Talbot Avenue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talbot Avenue
Context triple: [Fairmount Line, connectsStation, Talbot Avenue]
  • A. Talbot Road
    Talbot Road is a main street in Blackpool, England, known for its shops, businesses, and proximity to key transport links and the town centre.
  • B. Coxwell Avenue
    Coxwell Avenue is a significant north–south arterial street in Toronto, Ontario, running through the former borough of East York and connecting residential neighborhoods with major city routes.
  • C. Islington Avenue
    Islington Avenue is a major north–south arterial road in the Greater Toronto Area, running through several communities including parts of Woodbridge in Vaughan, Ontario.
  • D. Kenilworth Avenue
    Kenilworth Avenue is a major roadway in Washington, D.C., and nearby Maryland that runs along the Anacostia River and serves as a key commuter route in the area.
  • E. Rutherford Avenue
    Rutherford Avenue is a major roadway in Boston, Massachusetts, running through the Charlestown neighborhood and serving as a key corridor connecting local streets, public transit, and regional routes.
  • 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: Talbot Avenue
Triple: [Fairmount Line, connectsStation, Talbot Avenue]
Generated description
Talbot Avenue is a commuter rail station in Boston, Massachusetts, served by the MBTA's Fairmount Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talbot Avenue
Target entity description: Talbot Avenue is a commuter rail station in Boston, Massachusetts, served by the MBTA's Fairmount Line.
  • A. Talbot Road
    Talbot Road is a main street in Blackpool, England, known for its shops, businesses, and proximity to key transport links and the town centre.
  • B. Coxwell Avenue
    Coxwell Avenue is a significant north–south arterial street in Toronto, Ontario, running through the former borough of East York and connecting residential neighborhoods with major city routes.
  • C. Islington Avenue
    Islington Avenue is a major north–south arterial road in the Greater Toronto Area, running through several communities including parts of Woodbridge in Vaughan, Ontario.
  • D. Kenilworth Avenue
    Kenilworth Avenue is a major roadway in Washington, D.C., and nearby Maryland that runs along the Anacostia River and serves as a key commuter route in the area.
  • E. Rutherford Avenue
    Rutherford Avenue is a major roadway in Boston, Massachusetts, running through the Charlestown neighborhood and serving as a key corridor connecting local streets, public transit, and regional routes.
  • 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_69ca827d22208190b4dc5aa680edcf5d completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cae9375dcc8190a6cb696c02aeceb7 completed March 30, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4415b7f848190a9fc8b08824f0b9b completed April 19, 2026, 2:43 a.m.
NEDg Description generation batch_69e448f697a88190ae711c72ae0c0c3b completed April 19, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_69e4510dc55081908f89aab15726b2a8 completed April 19, 2026, 3:50 a.m.
Created at: March 30, 2026, 4:30 p.m.