Triple
T12482511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakland, Maryland |
E298346
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | United States Census Bureau’s Western Maryland region |
E69765
|
NE FINISHED |
How this triple was built (2 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: United States Census Bureau’s Western Maryland region | Statement: [Oakland, Maryland, locatedIn, United States Census Bureau’s Western Maryland region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau’s Western Maryland region Context triple: [Oakland, Maryland, locatedIn, United States Census Bureau’s Western Maryland region]
-
A.
United States Census Bureau’s East North Central division
The United States Census Bureau’s East North Central division is a U.S. census region subdivision that encompasses several Midwestern states, including Illinois, for statistical and demographic analysis.
-
B.
Northeastern Maryland
Northeastern Maryland is a region of Maryland encompassing communities north and east of Baltimore, characterized by a mix of suburban development, rural landscapes, and proximity to the Delaware and Pennsylvania borders.
-
C.
United States Census Bureau Region 3
United States Census Bureau Region 3 is a statistical region used by the U.S. Census Bureau that encompasses the South Atlantic states for data collection and analysis.
-
D.
United States Census Bureau’s West North Central division
The United States Census Bureau’s West North Central division is a U.S. census region subdivision encompassing several Midwestern states in the north-central part of the country.
-
E.
Western Maryland
chosen
Western Maryland is a largely rural, mountainous region of the U.S. state of Maryland known for its Appalachian landscapes, outdoor recreation, and historic towns.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ada377208190a36011199a4d8558 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94dcef6548190a6d29375bdabd17d |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f29307c8190b024d889d45ba9f7 |
completed | May 2, 2026, 6:15 p.m. |
Created at: April 8, 2026, 9:56 p.m.