Triple

T1940490
Position Surface form Disambiguated ID Type / Status
Subject Stamford, Connecticut E41539 entity
Predicate hasNeighborhood P40 FINISHED
Object Springdale
Springdale is a residential neighborhood in the city of Stamford, Connecticut, known for its suburban character and local commercial district.
 E215986 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: Springdale | Statement: [Stamford, Connecticut, hasNeighborhood, Springdale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springdale
Context triple: [Stamford, Connecticut, hasNeighborhood, Springdale]
  • A. Springdale
    Springdale is a rapidly growing city in northwest Arkansas known for its role in the poultry industry and as part of the Fayetteville–Springdale–Rogers metropolitan area.
  • B. Bella Vista
    Bella Vista is a small unincorporated community in Northern California’s Shasta County, known for its rural setting near Redding.
  • C. Bentonville, Arkansas
    Bentonville, Arkansas is a rapidly growing city in the Ozarks best known as the headquarters of Walmart and a regional hub for business, culture, and outdoor recreation.
  • D. Holly Springs
    Holly Springs is a suburban town in North Carolina known for its rapid growth, family-friendly communities, and proximity to the Research Triangle’s technology and research hubs.
  • E. Parkville
    Parkville is a suburban community in Maryland, United States, located just northeast of Baltimore City.
  • 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: Springdale
Triple: [Stamford, Connecticut, hasNeighborhood, Springdale]
Generated description
Springdale is a residential neighborhood in the city of Stamford, Connecticut, known for its suburban character and local commercial district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Springdale
Target entity description: Springdale is a residential neighborhood in the city of Stamford, Connecticut, known for its suburban character and local commercial district.
  • A. Springdale
    Springdale is a rapidly growing city in northwest Arkansas known for its role in the poultry industry and as part of the Fayetteville–Springdale–Rogers metropolitan area.
  • B. Bella Vista
    Bella Vista is a small unincorporated community in Northern California’s Shasta County, known for its rural setting near Redding.
  • C. Bentonville, Arkansas
    Bentonville, Arkansas is a rapidly growing city in the Ozarks best known as the headquarters of Walmart and a regional hub for business, culture, and outdoor recreation.
  • D. Holly Springs
    Holly Springs is a suburban town in North Carolina known for its rapid growth, family-friendly communities, and proximity to the Research Triangle’s technology and research hubs.
  • E. Parkville
    Parkville is a suburban community in Maryland, United States, located just northeast of Baltimore City.
  • 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.