Triple
T7412706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middletown, Maryland |
E171049
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | western Maryland |
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: western Maryland | Statement: [Middletown, Maryland, locatedIn, western Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: western Maryland Context triple: [Middletown, Maryland, locatedIn, western Maryland]
-
A.
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.
-
B.
Southern Maryland
Southern Maryland is a largely suburban and rural region of Maryland known for its Chesapeake Bay shoreline, historic tobacco farming heritage, and growing commuter communities serving the Washington, D.C. area.
-
C.
Eastern Panhandle of West Virginia
The Eastern Panhandle of West Virginia is a geographically distinct, historically rich region in the state's northeastern corner, known for its proximity to the Washington, D.C. metro area and its blend of Appalachian and Mid-Atlantic culture.
-
D.
Northern Panhandle of West Virginia
The Northern Panhandle of West Virginia is a narrow, north–south extension of the state wedged between Ohio and Pennsylvania, known for its small towns, industrial history, and proximity to the Ohio River.
-
E.
Cumberland, MD-WV Metropolitan Statistical Area
The Cumberland, MD-WV Metropolitan Statistical Area is a small bi-state metropolitan region centered on Cumberland, Maryland, encompassing nearby communities in Maryland and West Virginia for economic and demographic analysis.
- 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_69c68a618bdc81908d8018edadecd1a4 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2c336308190932c14cec5eec25f |
completed | March 27, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8112960d48190a9947146e62daa13 |
completed | March 28, 2026, 5:34 p.m. |
Created at: March 27, 2026, 3:11 p.m.