Triple
T8718170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norman city government |
E206945
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
Cleveland County government
Cleveland County government is the local governing body responsible for administering county-level services, regulations, and public programs in Cleveland County, Oklahoma.
|
E754012
|
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: Cleveland County government | Statement: [Norman city government, cooperatesWith, Cleveland County government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cleveland County government Context triple: [Norman city government, cooperatesWith, Cleveland County government]
-
A.
Clarke County government
Clarke County government is the local administrative authority responsible for providing public services, enforcing county regulations, and managing policies and budgets within Clarke County.
-
B.
Crawford County government
Crawford County government is the local administrative authority responsible for providing public services, law enforcement, and governance for communities within Crawford County, Kansas.
-
C.
Cumberland County government
Cumberland County government is the local administrative authority responsible for providing county-level services, governance, and public programs to communities within Cumberland County, including the city of Vineland.
-
D.
St. Clair County government
St. Clair County government is the local administrative authority responsible for providing county-level services, law enforcement, and governance for communities within St. Clair County, Alabama.
-
E.
Shelby County government
Shelby County government is the local administrative authority responsible for providing public services, law enforcement, and governance for communities within Shelby County, Alabama.
- 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: Cleveland County government Triple: [Norman city government, cooperatesWith, Cleveland County government]
Generated description
Cleveland County government is the local governing body responsible for administering county-level services, regulations, and public programs in Cleveland County, Oklahoma.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cleveland County government Target entity description: Cleveland County government is the local governing body responsible for administering county-level services, regulations, and public programs in Cleveland County, Oklahoma.
-
A.
Clarke County government
Clarke County government is the local administrative authority responsible for providing public services, enforcing county regulations, and managing policies and budgets within Clarke County.
-
B.
Crawford County government
Crawford County government is the local administrative authority responsible for providing public services, law enforcement, and governance for communities within Crawford County, Kansas.
-
C.
Cumberland County government
Cumberland County government is the local administrative authority responsible for providing county-level services, governance, and public programs to communities within Cumberland County, including the city of Vineland.
-
D.
St. Clair County government
St. Clair County government is the local administrative authority responsible for providing county-level services, law enforcement, and governance for communities within St. Clair County, Alabama.
-
E.
Shelby County government
Shelby County government is the local administrative authority responsible for providing public services, law enforcement, and governance for communities within Shelby County, Alabama.
- 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_69ca83572d4881909bef3be2b578d539 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5cdac6988190b9f9cc1f350aae53 |
completed | March 31, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf28ec7148819096f7fa33e4588b62 |
completed | April 3, 2026, 2:41 a.m. |
| NEDg | Description generation | batch_69cf2bd222b08190907ba7e98991996e |
completed | April 3, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2fcb5e7c819086b441d1ef4fc368 |
completed | April 3, 2026, 3:11 a.m. |
Created at: March 30, 2026, 6:36 p.m.