Triple
T5032770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlanta urban area |
E113345
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Norcross
Norcross is a suburban city in Gwinnett County, Georgia, that forms part of the greater Atlanta metropolitan area.
|
E487872
|
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: Norcross | Statement: [Atlanta urban area, hasMajorCity, Norcross]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Norcross Context triple: [Atlanta urban area, hasMajorCity, Norcross]
-
A.
Massapequa
Massapequa is a suburban community on Long Island, New York, known as a residential hub with commuter rail access to New York City.
-
B.
Norwood
Norwood is the surname of American singer, songwriter, and actress Brandy, known for her influential R&B music career and roles in film and television.
-
C.
Norwood
Norwood is a residential neighborhood in the Bronx, New York City, known for its diverse community and proximity to Van Cortlandt Park.
-
D.
West Natick
West Natick is a residential village and commuter suburb within the town of Natick, Massachusetts, known for its access to Boston via the MBTA commuter rail.
-
E.
Groveland
Groveland is a small unincorporated community in California’s Sierra Nevada foothills, known as a gateway town for visitors traveling to Yosemite National Park.
- 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: Norcross Triple: [Atlanta urban area, hasMajorCity, Norcross]
Generated description
Norcross is a suburban city in Gwinnett County, Georgia, that forms part of the greater Atlanta metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Norcross Target entity description: Norcross is a suburban city in Gwinnett County, Georgia, that forms part of the greater Atlanta metropolitan area.
-
A.
Massapequa
Massapequa is a suburban community on Long Island, New York, known as a residential hub with commuter rail access to New York City.
-
B.
Norwood
Norwood is the surname of American singer, songwriter, and actress Brandy, known for her influential R&B music career and roles in film and television.
-
C.
Norwood
Norwood is a residential neighborhood in the Bronx, New York City, known for its diverse community and proximity to Van Cortlandt Park.
-
D.
West Natick
West Natick is a residential village and commuter suburb within the town of Natick, Massachusetts, known for its access to Boston via the MBTA commuter rail.
-
E.
Groveland
Groveland is a small unincorporated community in California’s Sierra Nevada foothills, known as a gateway town for visitors traveling to Yosemite National Park.
- 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.