Triple
T6057831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frostbelt |
E134958
|
entity |
| Predicate | contrastedWith |
P278
|
FINISHED |
| Object |
Sunbelt
Sunbelt is a region of the United States known for its warm climate, rapid population growth, and expanding economic development, especially in the South and Southwest.
|
E567330
|
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: Sunbelt | Statement: [Frostbelt, contrastedWith, Sunbelt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sunbelt Context triple: [Frostbelt, contrastedWith, Sunbelt]
-
A.
Suroeste
Suroeste is a district of Santa Cruz de Tenerife known for its largely residential character and mix of urban and semi-rural areas on the island of Tenerife in Spain’s Canary Islands.
-
B.
Southwest
Southwest is a themed area in the Six Flags Fiesta Texas amusement park that reflects the culture and atmosphere of the American Southwest region.
-
C.
South Texas
South Texas is a culturally rich and predominantly Hispanic region of southern Texas known for its border communities, agriculture, and strong ties to Mexico.
-
D.
Southeast
Southeast is a Metro-North Railroad commuter rail station in Putnam County, New York, serving as a key park-and-ride hub and transfer point near the northern end of the Harlem Line.
-
E.
Southeast
Southeast is the common abbreviation for the NBA’s Southeast Division, a grouping of professional basketball teams based in the southeastern United States.
- 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: Sunbelt Triple: [Frostbelt, contrastedWith, Sunbelt]
Generated description
Sunbelt is a region of the United States known for its warm climate, rapid population growth, and expanding economic development, especially in the South and Southwest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sunbelt Target entity description: Sunbelt is a region of the United States known for its warm climate, rapid population growth, and expanding economic development, especially in the South and Southwest.
-
A.
Suroeste
Suroeste is a district of Santa Cruz de Tenerife known for its largely residential character and mix of urban and semi-rural areas on the island of Tenerife in Spain’s Canary Islands.
-
B.
Southwest
Southwest is a themed area in the Six Flags Fiesta Texas amusement park that reflects the culture and atmosphere of the American Southwest region.
-
C.
South Texas
South Texas is a culturally rich and predominantly Hispanic region of southern Texas known for its border communities, agriculture, and strong ties to Mexico.
-
D.
Southeast
Southeast is the common abbreviation for the NBA’s Southeast Division, a grouping of professional basketball teams based in the southeastern United States.
-
E.
Southeast
Southeast is a Metro-North Railroad commuter rail station in Putnam County, New York, serving as a key park-and-ride hub and transfer point near the northern end of the Harlem Line.
- 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_69c00877b6d4819096b0e163728b73a3 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0570d00e88190b2d8d596e40378d9 |
completed | March 22, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11d0e06288190b4389b43825d5929 |
completed | March 23, 2026, 10:59 a.m. |
| NEDg | Description generation | batch_69c11ec11864819084c31d98133ca53a |
completed | March 23, 2026, 11:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11f29842881909acf88a1fa896354 |
completed | March 23, 2026, 11:08 a.m. |
Created at: March 22, 2026, 4:09 p.m.