Triple
T21737303
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grant Park, Atlanta, Georgia |
E536557
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Boulevard Heights, Atlanta
Boulevard Heights is a residential neighborhood in southeast Atlanta, Georgia, known for its proximity to Grant Park and its mix of historic homes and newer development.
|
E1500048
|
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: Boulevard Heights, Atlanta | Statement: [Grant Park, Atlanta, Georgia, borders, Boulevard Heights, Atlanta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boulevard Heights, Atlanta Context triple: [Grant Park, Atlanta, Georgia, borders, Boulevard Heights, Atlanta]
-
A.
Oglethorpe Square
Oglethorpe Square is a historic public square in Brunswick, Georgia, named in honor of the colony’s founder, James Oglethorpe.
-
B.
Five Points, Atlanta
Five Points, Atlanta is the historic central hub and major transit and commercial crossroads of downtown Atlanta.
-
C.
Buckhead
Buckhead is an affluent, upscale district in Atlanta known for its luxury shopping, dining, and high-rise residential and commercial developments.
-
D.
The Avenue East Cobb
The Avenue East Cobb is an open-air lifestyle and shopping center in East Cobb, Georgia, featuring a mix of retail stores, restaurants, and community gathering spaces.
-
E.
Southern Boulevard
Southern Boulevard is a major thoroughfare in the Bronx, New York City, known for running alongside landmarks such as the Bronx Zoo.
- 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: Boulevard Heights, Atlanta Triple: [Grant Park, Atlanta, Georgia, borders, Boulevard Heights, Atlanta]
Generated description
Boulevard Heights is a residential neighborhood in southeast Atlanta, Georgia, known for its proximity to Grant Park and its mix of historic homes and newer development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boulevard Heights, Atlanta Target entity description: Boulevard Heights is a residential neighborhood in southeast Atlanta, Georgia, known for its proximity to Grant Park and its mix of historic homes and newer development.
-
A.
Oglethorpe Square
Oglethorpe Square is a historic public square in Brunswick, Georgia, named in honor of the colony’s founder, James Oglethorpe.
-
B.
Five Points, Atlanta
Five Points, Atlanta is the historic central hub and major transit and commercial crossroads of downtown Atlanta.
-
C.
Buckhead
Buckhead is an affluent, upscale district in Atlanta known for its luxury shopping, dining, and high-rise residential and commercial developments.
-
D.
The Avenue East Cobb
The Avenue East Cobb is an open-air lifestyle and shopping center in East Cobb, Georgia, featuring a mix of retail stores, restaurants, and community gathering spaces.
-
E.
Southern Boulevard
Southern Boulevard is a major thoroughfare in the Bronx, New York City, known for running alongside landmarks such as the Bronx Zoo.
- 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_69e0c46df5448190b4322127ffc4c690 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69effd0d33dc81908a4a79abc33355d1 |
completed | April 28, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a2ed417ec8190b2e5eeb991befdc6 |
completed | May 17, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_6a0a30b9aacc81909cf21733592cd462 |
completed | May 17, 2026, 9:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a31892d108190923bdd02190bef08 |
completed | May 17, 2026, 9:22 p.m. |
Created at: April 16, 2026, 6:49 p.m.