Triple
T15070213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | East Cobb, Georgia |
E379855
|
entity |
| Predicate | hasShoppingArea |
P4285
|
FINISHED |
| Object |
Merchants Walk
Merchants Walk is a popular retail and dining shopping center located in the East Cobb area of Marietta, Georgia.
|
E1135631
|
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: Merchants Walk | Statement: [East Cobb, Georgia, hasShoppingArea, Merchants Walk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Merchants Walk Context triple: [East Cobb, Georgia, hasShoppingArea, Merchants Walk]
-
A.
Broad Street Mall
Broad Street Mall is a major indoor shopping centre in Reading, England, featuring a range of retail stores, services, and eateries.
-
B.
Trinity Street Mall
Trinity Street Mall is a pedestrian-friendly promenade within Hartford’s Bushnell Park, featuring walkways, green space, and access to surrounding civic and cultural areas.
-
C.
Merchants Row
Merchants Row is a historic commercial street and notable shopping and business district in downtown Rutland, Vermont.
-
D.
Dixon Street Mall
Dixon Street Mall is a central pedestrian thoroughfare and cultural hub in Sydney’s Chinatown, known for its Asian eateries, shops, and vibrant street life.
-
E.
Church Street Marketplace
Church Street Marketplace is a popular open-air pedestrian shopping and dining district in downtown Burlington, Vermont, known for its historic architecture, street performers, and vibrant local culture.
- 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: Merchants Walk Triple: [East Cobb, Georgia, hasShoppingArea, Merchants Walk]
Generated description
Merchants Walk is a popular retail and dining shopping center located in the East Cobb area of Marietta, Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Merchants Walk Target entity description: Merchants Walk is a popular retail and dining shopping center located in the East Cobb area of Marietta, Georgia.
-
A.
Broad Street Mall
Broad Street Mall is a major indoor shopping centre in Reading, England, featuring a range of retail stores, services, and eateries.
-
B.
Trinity Street Mall
Trinity Street Mall is a pedestrian-friendly promenade within Hartford’s Bushnell Park, featuring walkways, green space, and access to surrounding civic and cultural areas.
-
C.
Merchants Row
Merchants Row is a historic commercial street and notable shopping and business district in downtown Rutland, Vermont.
-
D.
Dixon Street Mall
Dixon Street Mall is a central pedestrian thoroughfare and cultural hub in Sydney’s Chinatown, known for its Asian eateries, shops, and vibrant street life.
-
E.
Church Street Marketplace
Church Street Marketplace is a popular open-air pedestrian shopping and dining district in downtown Burlington, Vermont, known for its historic architecture, street performers, and vibrant local culture.
- 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_69d85cd7683881908d405c1b5d7b4f7f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69dff7f86df48190b3a2cf441fefb477 |
completed | April 15, 2026, 8:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fea5cd4b6c8190aa9ff73d5be31864 |
completed | May 9, 2026, 3:11 a.m. |
| NEDg | Description generation | batch_69fea8e838b4819091e0a3d099c49059 |
completed | May 9, 2026, 3:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea986e0dc8190a56e71288c6a7ef4 |
completed | May 9, 2026, 3:27 a.m. |
Created at: April 10, 2026, 3:02 a.m.