Triple
T7656867
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brookhaven, Georgia |
E173405
|
entity |
| Predicate | hasCommercialDistrict |
P459
|
FINISHED |
| Object |
Dresden Drive commercial district
The Dresden Drive commercial district is a popular mixed-use corridor in Brookhaven, Georgia, known for its walkable concentration of restaurants, bars, and neighborhood-oriented retail.
|
E679149
|
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: Dresden Drive commercial district | Statement: [Brookhaven, Georgia, hasCommercialDistrict, Dresden Drive commercial district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dresden Drive commercial district Context triple: [Brookhaven, Georgia, hasCommercialDistrict, Dresden Drive commercial district]
-
A.
Lincoln Avenue commercial district
The Lincoln Avenue commercial district is a bustling urban shopping and dining corridor known for its mix of local businesses, services, and neighborhood amenities.
-
B.
Madison Street business district
The Madison Street business district is a central commercial corridor in Forest Park, Illinois, known for its mix of local shops, restaurants, and neighborhood services.
-
C.
Third Street shopping district
Third Street shopping district is a popular historic downtown area in Geneva, Illinois, known for its boutique shops, restaurants, and charming small-town atmosphere.
-
D.
College Avenue commercial district
The College Avenue commercial district is a vibrant shopping and dining corridor in Oakland’s Rockridge neighborhood, known for its independent boutiques, restaurants, and cafés.
-
E.
Hawthorne Boulevard commercial district
The Hawthorne Boulevard commercial district is a vibrant, eclectic shopping and dining corridor in Portland known for its independent boutiques, vintage shops, cafes, and nightlife.
- 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: Dresden Drive commercial district Triple: [Brookhaven, Georgia, hasCommercialDistrict, Dresden Drive commercial district]
Generated description
The Dresden Drive commercial district is a popular mixed-use corridor in Brookhaven, Georgia, known for its walkable concentration of restaurants, bars, and neighborhood-oriented retail.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dresden Drive commercial district Target entity description: The Dresden Drive commercial district is a popular mixed-use corridor in Brookhaven, Georgia, known for its walkable concentration of restaurants, bars, and neighborhood-oriented retail.
-
A.
Lincoln Avenue commercial district
The Lincoln Avenue commercial district is a bustling urban shopping and dining corridor known for its mix of local businesses, services, and neighborhood amenities.
-
B.
Madison Street business district
The Madison Street business district is a central commercial corridor in Forest Park, Illinois, known for its mix of local shops, restaurants, and neighborhood services.
-
C.
Third Street shopping district
Third Street shopping district is a popular historic downtown area in Geneva, Illinois, known for its boutique shops, restaurants, and charming small-town atmosphere.
-
D.
College Avenue commercial district
The College Avenue commercial district is a vibrant shopping and dining corridor in Oakland’s Rockridge neighborhood, known for its independent boutiques, restaurants, and cafés.
-
E.
Hawthorne Boulevard commercial district
The Hawthorne Boulevard commercial district is a vibrant, eclectic shopping and dining corridor in Portland known for its independent boutiques, vintage shops, cafes, and nightlife.
- 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_69c69955517c819085bc715b96d304d2 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7018fcbb48190a479f2effd939a8e |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b05846c8190b49540aeae43dd9a |
completed | March 29, 2026, 3:22 a.m. |
| NEDg | Description generation | batch_69c89baadac081909921bb6215e79319 |
completed | March 29, 2026, 3:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89c698f2c8190b5d2717835bd1d82 |
completed | March 29, 2026, 3:28 a.m. |
Created at: March 27, 2026, 3:59 p.m.