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.