Triple

T1940492
Position Surface form Disambiguated ID Type / Status
Subject Stamford, Connecticut E41539 entity
Predicate hasNeighborhood P40 FINISHED
Object North Stamford
North Stamford is a largely residential, affluent suburban neighborhood in the northern part of Stamford, Connecticut, known for its wooded landscapes and spacious properties.
 E215987 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: North Stamford | Statement: [Stamford, Connecticut, hasNeighborhood, North Stamford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Stamford
Context triple: [Stamford, Connecticut, hasNeighborhood, North Stamford]
  • A. Wynnewood
    Wynnewood is a suburban community in Pennsylvania’s Main Line area, known for its residential neighborhoods and commuter access to Philadelphia.
  • B. North Hills
    North Hills is a suburban region north of Pittsburgh known for its residential communities, schools, and shopping areas.
  • C. Bensalem Township
    Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
  • D. Langhorne
    Langhorne is a surname most notably associated with Crystal Langhorne, an American professional basketball player who starred in the WNBA.
  • E. Langhorne
    Langhorne is the middle name of Samuel Langhorne Clemens, better known by his pen name Mark Twain, the famed American author and humorist.
  • 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: North Stamford
Triple: [Stamford, Connecticut, hasNeighborhood, North Stamford]
Generated description
North Stamford is a largely residential, affluent suburban neighborhood in the northern part of Stamford, Connecticut, known for its wooded landscapes and spacious properties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Stamford
Target entity description: North Stamford is a largely residential, affluent suburban neighborhood in the northern part of Stamford, Connecticut, known for its wooded landscapes and spacious properties.
  • A. Wynnewood
    Wynnewood is a suburban community in Pennsylvania’s Main Line area, known for its residential neighborhoods and commuter access to Philadelphia.
  • B. North Hills
    North Hills is a suburban region north of Pittsburgh known for its residential communities, schools, and shopping areas.
  • C. Bensalem Township
    Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
  • D. Langhorne
    Langhorne is a surname most notably associated with Crystal Langhorne, an American professional basketball player who starred in the WNBA.
  • E. Langhorne
    Langhorne is the middle name of Samuel Langhorne Clemens, better known by his pen name Mark Twain, the famed American author and humorist.
  • 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_69a88649b24c819080047f26b6db2ded completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb2fb21fc8190929ea4a87ef4402e completed March 7, 2026, 5:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3fa84e48190bac4d96aa3c3ec39 completed March 8, 2026, 10:11 p.m.
NEDg Description generation batch_69adf44290748190b882559de536af09 completed March 8, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69adf4d0ac58819096659706ef0785d0 completed March 8, 2026, 10:14 p.m.
Created at: March 4, 2026, 7:36 p.m.