Triple
T13668893
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlow Heights, Maryland |
E327696
|
entity |
| Predicate | nearbyShoppingCenter |
P5648
|
FINISHED |
| Object |
Marlow Heights Shopping Center
Marlow Heights Shopping Center is a regional retail complex in Marlow Heights, Maryland, known for serving as a primary shopping destination for the surrounding suburban communities.
|
E1061599
|
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: Marlow Heights Shopping Center | Statement: [Marlow Heights, Maryland, nearbyShoppingCenter, Marlow Heights Shopping Center]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marlow Heights Shopping Center Context triple: [Marlow Heights, Maryland, nearbyShoppingCenter, Marlow Heights Shopping Center]
-
A.
Barracks Road Shopping Center
Barracks Road Shopping Center is a prominent open-air retail center in Charlottesville, Virginia, featuring a mix of national chains and local shops.
-
B.
Hilltop Mall
Hilltop Mall is a regional shopping center known for its enclosed retail space, anchor stores, and role as a commercial hub for the surrounding community.
-
C.
Mayfair Shopping Center
Mayfair Shopping Center is a local retail plaza in Commack, New York, featuring a variety of shops, services, and dining options for area residents.
-
D.
Arbor Place Mall
Arbor Place Mall is a large regional shopping center in Douglasville, Georgia, featuring numerous retail stores, dining options, and entertainment venues.
-
E.
Hawthorn Mall
Hawthorn Mall is a major shopping and entertainment center located in Vernon Hills, Illinois.
- 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: Marlow Heights Shopping Center Triple: [Marlow Heights, Maryland, nearbyShoppingCenter, Marlow Heights Shopping Center]
Generated description
Marlow Heights Shopping Center is a regional retail complex in Marlow Heights, Maryland, known for serving as a primary shopping destination for the surrounding suburban communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marlow Heights Shopping Center Target entity description: Marlow Heights Shopping Center is a regional retail complex in Marlow Heights, Maryland, known for serving as a primary shopping destination for the surrounding suburban communities.
-
A.
Barracks Road Shopping Center
Barracks Road Shopping Center is a prominent open-air retail center in Charlottesville, Virginia, featuring a mix of national chains and local shops.
-
B.
Hilltop Mall
Hilltop Mall is a regional shopping center known for its enclosed retail space, anchor stores, and role as a commercial hub for the surrounding community.
-
C.
Mayfair Shopping Center
Mayfair Shopping Center is a local retail plaza in Commack, New York, featuring a variety of shops, services, and dining options for area residents.
-
D.
Arbor Place Mall
Arbor Place Mall is a large regional shopping center in Douglasville, Georgia, featuring numerous retail stores, dining options, and entertainment venues.
-
E.
Hawthorn Mall
Hawthorn Mall is a major shopping and entertainment center located in Vernon Hills, Illinois.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nearbyShoppingCenter Context triple: [Marlow Heights, Maryland, nearbyShoppingCenter, Marlow Heights Shopping Center]
-
A.
nearbyUrbanCenter
Indicates that one location is geographically close to an urban center, such as a city or large town.
-
B.
nearbyUse
Indicates that one entity uses or operates another entity that is located nearby or in close physical proximity.
-
C.
nearbyLocation
Indicates that one location is situated close to another location in physical space.
-
D.
hasNearbyFacility
chosen
Indicates that one entity is located close to or in the vicinity of a particular facility.
-
E.
shoppingCenterInstanceOf
Indicates that a specific shopping center is an instance of a particular type or class of shopping centers.
- 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_69d8076f1fa8819094664a59b55010df |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc65832688190aea688fee0a7cbdb |
completed | April 12, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b061305881909a9a9bfaa5922225 |
completed | May 3, 2026, 8:30 p.m. |
| NEDg | Description generation | batch_69f7b11b824881909ed068c7d608d956 |
completed | May 3, 2026, 8:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b1e0ab948190a046a68aa5e029a6 |
completed | May 3, 2026, 8:36 p.m. |
| PD | Predicate disambiguation | batch_69dbbe8d8d0881908d6e89954f44eed4 |
completed | April 12, 2026, 3:47 p.m. |
Created at: April 9, 2026, 9:53 p.m.