Triple
T1841134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norman |
E41178
|
entity |
| Predicate | hostsInstitution |
P186
|
FINISHED |
| Object |
National Weather Service Forecast Office Norman
The National Weather Service Forecast Office Norman is a regional meteorological center in Norman, Oklahoma, responsible for providing weather forecasts, warnings, and climate services for central and western Oklahoma and parts of northern Texas.
|
E206944
|
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: National Weather Service Forecast Office Norman | Statement: [Norman, hostsInstitution, National Weather Service Forecast Office Norman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Weather Service Forecast Office Norman Context triple: [Norman, hostsInstitution, National Weather Service Forecast Office Norman]
-
A.
Norman, Oklahoma, United States
Norman, Oklahoma, United States is a university city in central Oklahoma best known as the home of the University of Oklahoma and a center for education and research.
-
B.
Wichita, Kansas
Wichita, Kansas is the largest city in the state of Kansas, known as a major center for the U.S. aircraft industry and situated in south-central Kansas along the Arkansas River.
-
C.
Emporia, Kansas
Emporia, Kansas is a small city in east-central Kansas known as a regional hub for education, commerce, and transportation on the Great Plains.
-
D.
Wichita, Kansas, United States
Wichita, Kansas, United States, is the largest city in Kansas and a major regional center for aviation manufacturing and industry.
-
E.
Bartlesville
Bartlesville is a small city in northeastern Oklahoma known for its oil industry heritage and distinctive architecture, including Frank Lloyd Wright’s Price Tower.
- 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: National Weather Service Forecast Office Norman Triple: [Norman, hostsInstitution, National Weather Service Forecast Office Norman]
Generated description
The National Weather Service Forecast Office Norman is a regional meteorological center in Norman, Oklahoma, responsible for providing weather forecasts, warnings, and climate services for central and western Oklahoma and parts of northern Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Weather Service Forecast Office Norman Target entity description: The National Weather Service Forecast Office Norman is a regional meteorological center in Norman, Oklahoma, responsible for providing weather forecasts, warnings, and climate services for central and western Oklahoma and parts of northern Texas.
-
A.
Norman, Oklahoma, United States
Norman, Oklahoma, United States is a university city in central Oklahoma best known as the home of the University of Oklahoma and a center for education and research.
-
B.
Wichita, Kansas
Wichita, Kansas is the largest city in the state of Kansas, known as a major center for the U.S. aircraft industry and situated in south-central Kansas along the Arkansas River.
-
C.
Emporia, Kansas
Emporia, Kansas is a small city in east-central Kansas known as a regional hub for education, commerce, and transportation on the Great Plains.
-
D.
Wichita, Kansas, United States
Wichita, Kansas, United States, is the largest city in Kansas and a major regional center for aviation manufacturing and industry.
-
E.
Bartlesville
Bartlesville is a small city in northeastern Oklahoma known for its oil industry heritage and distinctive architecture, including Frank Lloyd Wright’s Price Tower.
- 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_69a88647f9388190909bc36e795bdaec |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb03c5e8081909578eaba8d82c264 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9bb92a88190a00b102d3be0383c |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcaf078a0819082c4bb48a3820ada |
completed | March 8, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adce8a68848190ab56f5df7311dbca |
completed | March 8, 2026, 7:31 p.m. |
Created at: March 4, 2026, 7:33 p.m.