Triple
T23030837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland, Oklahoma |
E573449
|
entity |
| Predicate | hasName |
P744
|
FINISHED |
| Object |
Cumberland
Cumberland is a small unincorporated community located in Marshall County, Oklahoma, in the United States.
|
E1565968
|
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: Cumberland | Statement: [Cumberland, Oklahoma, hasName, Cumberland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumberland Context triple: [Cumberland, Oklahoma, hasName, Cumberland]
-
A.
Cumberland
Cumberland is a suburban town in northeastern Rhode Island known for its residential communities, historic mill villages, and proximity to Providence.
-
B.
Cumberland
Cumberland is a Chicago Transit Authority rapid transit station on the Blue Line serving the city's Northwest Side and nearby suburbs.
-
C.
Cumberland
Cumberland is a small town that forms part of the suburban communities within the Indianapolis metropolitan area in Indiana.
-
D.
Cumberland
Cumberland is a small village and former coal-mining community in British Columbia, Canada, known for its rich labour history and proximity to outdoor recreation on Vancouver Island.
-
E.
Cumberland
Cumberland is a local government area in Western Sydney, Australia, encompassing a mix of residential, commercial, and industrial suburbs.
- 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: Cumberland Triple: [Cumberland, Oklahoma, hasName, Cumberland]
Generated description
Cumberland is a small unincorporated community located in Marshall County, Oklahoma, in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cumberland Target entity description: Cumberland is a small unincorporated community located in Marshall County, Oklahoma, in the United States.
-
A.
Cumberland
Cumberland is a small community located within Russell County in the U.S. state of Virginia.
-
B.
Cumberland
Cumberland is a small town that forms part of the suburban communities within the Indianapolis metropolitan area in Indiana.
-
C.
Cumberland
Cumberland is a small village and former coal-mining community in British Columbia, Canada, known for its rich labour history and proximity to outdoor recreation on Vancouver Island.
-
D.
Cumberland
Cumberland is a historic county in northwestern England, bordering Scotland and encompassing part of the Lake District.
-
E.
Cumberland
Cumberland is a local government area in Western Sydney, Australia, encompassing a mix of residential, commercial, and industrial suburbs.
- 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_69e245b911188190bc3d96326c847969 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18481072c81909ab2a2c87e034433 |
completed | April 29, 2026, 4:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bf2b3ac308190bc241acfd02903d8 |
completed | May 19, 2026, 5:18 a.m. |
| NEDg | Description generation | batch_6a0bf70818608190b6d7c5ee633bb4ce |
completed | May 19, 2026, 5:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bf76284988190ac4b8f08859aecc6 |
completed | May 19, 2026, 5:38 a.m. |
Created at: April 17, 2026, 3:53 p.m.