Triple

T13651233
Position Surface form Disambiguated ID Type / Status
Subject Ball Square station E326740 entity
Predicate locatedIn P40 FINISHED
Object Ball Square neighborhood
Ball Square neighborhood is a small urban district in Somerville, Massachusetts, known for its local eateries, residential streets, and proximity to Tufts University.
E1053371 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: Ball Square neighborhood | Statement: [Ball Square station, locatedIn, Ball Square neighborhood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ball Square neighborhood
Context triple: [Ball Square station, locatedIn, Ball Square neighborhood]
  • A. Regent Square neighborhood
    Regent Square neighborhood is a leafy, historic residential area in Pittsburgh known for its walkable streets, classic homes, and proximity to major city parks and cultural amenities.
  • B. Judiciary Square neighborhood
    Judiciary Square neighborhood is a historic civic and legal district in downtown Washington, D.C., known for its concentration of courthouses, government buildings, and legal institutions.
  • C. Carr Square neighborhood
    Carr Square neighborhood is a historic residential area in the near north side of St. Louis, Missouri, known for its public housing legacy and proximity to downtown.
  • D. Cathedral Park neighborhood
    Cathedral Park neighborhood is a riverside community in North Portland, Oregon, known for its namesake Cathedral Park beneath the St. Johns Bridge and its scenic views of the Willamette River.
  • E. Cathedral Hill neighborhood
    Cathedral Hill neighborhood is a San Francisco district known for its prominent hilltop churches, mid-20th-century architecture, and central location near Civic Center and Japantown.
  • 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: Ball Square neighborhood
Triple: [Ball Square station, locatedIn, Ball Square neighborhood]
Generated description
Ball Square neighborhood is a small urban district in Somerville, Massachusetts, known for its local eateries, residential streets, and proximity to Tufts University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ball Square neighborhood
Target entity description: Ball Square neighborhood is a small urban district in Somerville, Massachusetts, known for its local eateries, residential streets, and proximity to Tufts University.
  • A. Regent Square neighborhood
    Regent Square neighborhood is a leafy, historic residential area in Pittsburgh known for its walkable streets, classic homes, and proximity to major city parks and cultural amenities.
  • B. Judiciary Square neighborhood
    Judiciary Square neighborhood is a historic civic and legal district in downtown Washington, D.C., known for its concentration of courthouses, government buildings, and legal institutions.
  • C. Carr Square neighborhood
    Carr Square neighborhood is a historic residential area in the near north side of St. Louis, Missouri, known for its public housing legacy and proximity to downtown.
  • D. Cathedral Park neighborhood
    Cathedral Park neighborhood is a riverside community in North Portland, Oregon, known for its namesake Cathedral Park beneath the St. Johns Bridge and its scenic views of the Willamette River.
  • E. Cathedral Hill neighborhood
    Cathedral Hill neighborhood is a San Francisco district known for its prominent hilltop churches, mid-20th-century architecture, and central location near Civic Center and Japantown.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc609676c8190b5b1cabe6b315142 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78affa3c481909dba71e2ce9f44c1 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78d1d7de88190a61c554aa27c439d completed May 3, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69f78e00007c81909007a751fd4625c2 completed May 3, 2026, 6:03 p.m.
Created at: April 9, 2026, 9:52 p.m.