Triple
T9227770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lusby, Maryland |
E221730
|
entity |
| Predicate | hasPrimaryTransportationCorridor |
P385
|
FINISHED |
| Object | Maryland Route 4 |
E295888
|
NE FINISHED |
How this triple was built (3 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: Maryland Route 4 | Statement: [Lusby, Maryland, hasPrimaryTransportationCorridor, Maryland Route 4]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryland Route 4 Context triple: [Lusby, Maryland, hasPrimaryTransportationCorridor, Maryland Route 4]
-
A.
Maryland Route 4
chosen
Maryland Route 4 is a major state highway in Maryland that connects the Washington, D.C. suburbs with Southern Maryland, serving as a key commuter and regional thoroughfare.
-
B.
Maryland Route 5
Maryland Route 5 is a major state highway in Maryland that connects Washington, D.C. to southern Maryland communities, serving as a key commuter and regional travel corridor.
-
C.
Maryland Route 3
Maryland Route 3 is a major state highway in Maryland that connects the Baltimore–Washington metropolitan area, carrying significant commuter and regional traffic.
-
D.
Maryland Route 2
Maryland Route 2 is a major north–south state highway in Maryland that connects the Baltimore area with Annapolis and communities along the western shore of the Chesapeake Bay.
-
E.
Maryland Route 17
Maryland Route 17 is a state highway in western Maryland that connects the city of Brunswick to nearby communities and major regional routes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPrimaryTransportationCorridor Context triple: [Lusby, Maryland, hasPrimaryTransportationCorridor, Maryland Route 4]
-
A.
hasMajorRailCorridor
Indicates that a location or region is traversed by a primary, high-capacity railway route used for significant passenger or freight transport.
-
B.
hasMajorTransportationRole
Indicates that an entity plays a primary or significant role in providing or supporting transportation services or infrastructure.
-
C.
hasMajorTransportInfrastructure
Indicates that a location possesses significant transportation facilities or networks, such as major roads, railways, ports, or airports, that support substantial movement of people or goods.
-
D.
transportCorridor
Indicates a route or pathway used to move people, goods, or resources between locations.
-
E.
hasMajorHighway
chosen
Indicates that a location or area is served by or directly connected to a major highway route.
- F. None of above.
Provenance (4 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_69ca83ec8db08190a9110df8232885d2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccdaa0a7608190b10d913e5e3d1b3e |
completed | April 1, 2026, 8:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1077d8a048190b4b45419fb0d7279 |
completed | April 4, 2026, 12:43 p.m. |
| PD | Predicate disambiguation | batch_69cc7a3daeb481908b0abde3fbc1f1f0 |
completed | April 1, 2026, 1:51 a.m. |
Created at: March 30, 2026, 7:28 p.m.