Triple

T12063534
Position Surface form Disambiguated ID Type / Status
Subject Malvern, Pennsylvania E287234 entity
Predicate nearbyCorporateCenters P82033 FINISHED
Object Great Valley Corporate Center
Great Valley Corporate Center is a major suburban business park and technology hub located near Malvern in Chester County, Pennsylvania.
E965564 NE FINISHED

How this triple was built (5 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: Great Valley Corporate Center | Statement: [Malvern, Pennsylvania, nearbyCorporateCenters, Great Valley Corporate Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Great Valley Corporate Center
Context triple: [Malvern, Pennsylvania, nearbyCorporateCenters, Great Valley Corporate Center]
  • A. Nimbus Corporate Center
    Nimbus Corporate Center is a commercial office complex located close to Hall/Nimbus station, serving as a hub for various businesses and corporate offices.
  • B. Pearlridge Center
    Pearlridge Center is a major shopping mall in Aiea, Hawaii, known for being one of the largest retail complexes in the state.
  • C. Johnson Square Business Center
    Johnson Square Business Center is a commercial office complex located in downtown Savannah, Georgia, adjacent to historic Johnson Square.
  • D. Enterprise Plaza
    Enterprise Plaza is a prominent office skyscraper in Houston, Texas, known for its postmodern design and role as a major corporate hub in the city’s skyline.
  • E. One Center Plaza
    One Center Plaza is a prominent office building in downtown Boston that forms part of the Government Center complex.
  • 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: Great Valley Corporate Center
Triple: [Malvern, Pennsylvania, nearbyCorporateCenters, Great Valley Corporate Center]
Generated description
Great Valley Corporate Center is a major suburban business park and technology hub located near Malvern in Chester County, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Great Valley Corporate Center
Target entity description: Great Valley Corporate Center is a major suburban business park and technology hub located near Malvern in Chester County, Pennsylvania.
  • A. Nimbus Corporate Center
    Nimbus Corporate Center is a commercial office complex located close to Hall/Nimbus station, serving as a hub for various businesses and corporate offices.
  • B. Pearlridge Center
    Pearlridge Center is a major shopping mall in Aiea, Hawaii, known for being one of the largest retail complexes in the state.
  • C. Johnson Square Business Center
    Johnson Square Business Center is a commercial office complex located in downtown Savannah, Georgia, adjacent to historic Johnson Square.
  • D. Enterprise Plaza
    Enterprise Plaza is a prominent office skyscraper in Houston, Texas, known for its postmodern design and role as a major corporate hub in the city’s skyline.
  • E. One Center Plaza
    One Center Plaza is a prominent office building in downtown Boston that forms part of the Government Center complex.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nearbyCorporateCenters
Context triple: [Malvern, Pennsylvania, nearbyCorporateCenters, Great Valley Corporate Center]
  • A. nearbyUrbanCenter
    Indicates that one location is geographically close to an urban center, such as a city or large town.
  • B. nearbyEconomicActivity
    Indicates that there is economic activity occurring in close physical proximity to the referenced entity.
  • C. hasMajorCompanyNearby chosen
    Indicates that a location or entity is situated close to at least one large or significant company.
  • D. nearbyUse
    Indicates that one entity uses or operates another entity that is located nearby or in close physical proximity.
  • E. nearbyUSBase
    Indicates that one entity is geographically close to a United States military base.
  • F. None of above.

Provenance (6 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9100b4ca8819084845ca4c13e34ce completed April 10, 2026, 2:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f654eb1881908d656009f1362ecf completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fd79da748190b3f0dd7d7a46314d completed May 2, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeaf2e48190995f282b02a9caaf completed May 2, 2026, 1:40 p.m.
PD Predicate disambiguation batch_69d902bda47c8190b94860b31df4a98c completed April 10, 2026, 2:01 p.m.
Created at: April 8, 2026, 9:48 p.m.