Triple
T4166341
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | downtown Atlanta entertainment district |
E84455
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Five Points, Atlanta
Five Points, Atlanta is the historic central hub and major transit and commercial crossroads of downtown Atlanta.
|
E418225
|
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: Five Points, Atlanta | Statement: [downtown Atlanta entertainment district, near, Five Points, Atlanta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Five Points, Atlanta Context triple: [downtown Atlanta entertainment district, near, Five Points, Atlanta]
-
A.
Five Points, Manhattan
Five Points, Manhattan was a notorious 19th-century New York City neighborhood known for its extreme poverty, crime, and dense immigrant population.
-
B.
Oglethorpe Square
Oglethorpe Square is a historic public square in Brunswick, Georgia, named in honor of the colony’s founder, James Oglethorpe.
-
C.
Chippewa Square
Chippewa Square is a historic public square in Savannah, Georgia, best known as the filming location of the bench scenes in the movie "Forrest Gump."
-
D.
Midtown South
Midtown South is a central Manhattan commercial and residential district known for its dense office buildings, hotels, and proximity to major transit and shopping hubs.
-
E.
Five Points area
The Five Points area is a historically Black neighborhood and commercial district in East Knoxville, Tennessee, known for its community institutions, redevelopment efforts, and cultural significance.
- 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: Five Points, Atlanta Triple: [downtown Atlanta entertainment district, near, Five Points, Atlanta]
Generated description
Five Points, Atlanta is the historic central hub and major transit and commercial crossroads of downtown Atlanta.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Five Points, Atlanta Target entity description: Five Points, Atlanta is the historic central hub and major transit and commercial crossroads of downtown Atlanta.
-
A.
Five Points, Manhattan
Five Points, Manhattan was a notorious 19th-century New York City neighborhood known for its extreme poverty, crime, and dense immigrant population.
-
B.
Oglethorpe Square
Oglethorpe Square is a historic public square in Brunswick, Georgia, named in honor of the colony’s founder, James Oglethorpe.
-
C.
Chippewa Square
Chippewa Square is a historic public square in Savannah, Georgia, best known as the filming location of the bench scenes in the movie "Forrest Gump."
-
D.
Midtown South
Midtown South is a central Manhattan commercial and residential district known for its dense office buildings, hotels, and proximity to major transit and shopping hubs.
-
E.
Five Points area
The Five Points area is a historically Black neighborhood and commercial district in East Knoxville, Tennessee, known for its community institutions, redevelopment efforts, and cultural significance.
- 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_69aed932cab48190b80ffe35f7029ae1 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02ac8e788190a8f3563a2903bbad |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f478c948190a997e006015e588d |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fcd3d60819086ab5ad7b69242a2 |
completed | March 14, 2026, 3:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5803ec2088190ac9d4b3d34278e17 |
completed | March 14, 2026, 3:35 p.m. |
Created at: March 9, 2026, 3:44 p.m.