Triple
T5032782
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlanta urban area |
E113345
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Covington
Covington is a city in the Atlanta metropolitan area of Georgia, known for its historic town square and frequent use as a filming location for movies and television shows.
|
E487876
|
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: Covington | Statement: [Atlanta urban area, hasMajorCity, Covington]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Covington Context triple: [Atlanta urban area, hasMajorCity, Covington]
-
A.
Covington, Kentucky
Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
-
B.
Covington, Virginia
Covington, Virginia is a small independent city in the Allegheny Highlands region known historically for its paper mill industry and location along the Jackson River.
-
C.
Calvert City, Kentucky
Calvert City, Kentucky is a small industrial city in western Kentucky known for its chemical manufacturing plants and location near Kentucky Lake.
-
D.
Paris, Kentucky
Paris, Kentucky is a small historic city in Bourbon County known for its role in the heart of Kentucky’s Bluegrass horse country and its preserved 19th-century architecture.
-
E.
Paducah
Paducah is a small riverfront city in western Kentucky known for its vibrant arts scene, historic downtown, and role as a regional cultural hub.
- 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: Covington Triple: [Atlanta urban area, hasMajorCity, Covington]
Generated description
Covington is a city in the Atlanta metropolitan area of Georgia, known for its historic town square and frequent use as a filming location for movies and television shows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Covington Target entity description: Covington is a city in the Atlanta metropolitan area of Georgia, known for its historic town square and frequent use as a filming location for movies and television shows.
-
A.
Covington, Kentucky
Covington, Kentucky is a historic city in northern Kentucky, part of the Cincinnati metropolitan area, known for its riverfront along the Ohio River and its preserved 19th-century architecture.
-
B.
Covington, Virginia
Covington, Virginia is a small independent city in the Allegheny Highlands region known historically for its paper mill industry and location along the Jackson River.
-
C.
Calvert City, Kentucky
Calvert City, Kentucky is a small industrial city in western Kentucky known for its chemical manufacturing plants and location near Kentucky Lake.
-
D.
Paris, Kentucky
Paris, Kentucky is a small historic city in Bourbon County known for its role in the heart of Kentucky’s Bluegrass horse country and its preserved 19th-century architecture.
-
E.
Paducah
Paducah is a small riverfront city in western Kentucky known for its vibrant arts scene, historic downtown, and role as a regional cultural hub.
- 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_69bd443775e48190a646ffbfc4334723 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73b4d1708190aa1fa63104555f8a |
completed | March 20, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c71b2f081908c5c4c1d9ba1ccf4 |
completed | March 21, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_69be9d5e703c8190bd2324081d052ca1 |
completed | March 21, 2026, 1:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9dc96d9c819093b2f3706b40e323 |
completed | March 21, 2026, 1:31 p.m. |
Created at: March 20, 2026, 1:36 p.m.