Triple

T13543797
Position Surface form Disambiguated ID Type / Status
Subject Chestertown, Maryland E323457 entity
Predicate transportation P230 FINISHED
Object Maryland Route 20
Maryland Route 20 is a state highway on Maryland’s Eastern Shore that serves as a primary road connection to and through Chestertown in Kent County.
 E1102040 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: Maryland Route 20 | Statement: [Chestertown, Maryland, transportation, Maryland Route 20]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maryland Route 20
Context triple: [Chestertown, Maryland, transportation, Maryland Route 20]
  • A. Maryland Route 23
    Maryland Route 23 is a state highway in northern Maryland that runs through Harford County, connecting rural communities and serving as an important east–west route in the region.
  • B. Maryland Route 28
    Maryland Route 28 is a state highway in Maryland that runs east–west through Montgomery County and beyond, serving as a major commuter and local connector route.
  • C. Maryland Route 27
    Maryland Route 27 is a state highway in Maryland that runs generally north–south through central Maryland, connecting communities in Montgomery, Howard, and Carroll counties.
  • D. Maryland Route 24
    Maryland Route 24 is a state highway in Maryland that connects the Bel Air area with Interstate 95 and other major routes, serving as a key north–south corridor in Harford County.
  • 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. 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: Maryland Route 20
Triple: [Chestertown, Maryland, transportation, Maryland Route 20]
Generated description
Maryland Route 20 is a state highway on Maryland’s Eastern Shore that serves as a primary road connection to and through Chestertown in Kent County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maryland Route 20
Target entity description: Maryland Route 20 is a state highway on Maryland’s Eastern Shore that serves as a primary road connection to and through Chestertown in Kent County.
  • A. Maryland Route 23
    Maryland Route 23 is a state highway in northern Maryland that runs through Harford County, connecting rural communities and serving as an important east–west route in the region.
  • B. Maryland Route 28
    Maryland Route 28 is a state highway in Maryland that runs east–west through Montgomery County and beyond, serving as a major commuter and local connector route.
  • C. Maryland Route 27
    Maryland Route 27 is a state highway in Maryland that runs generally north–south through central Maryland, connecting communities in Montgomery, Howard, and Carroll counties.
  • D. Maryland Route 24
    Maryland Route 24 is a state highway in Maryland that connects the Bel Air area with Interstate 95 and other major routes, serving as a key north–south corridor in Harford County.
  • 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. 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafda36248190acabde65a88c5471 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d6fde508190865a8e3e391fdf5e completed May 8, 2026, 4:58 a.m.
NEDg Description generation batch_69fd6f53e9e08190b471e1698390f0c8 completed May 8, 2026, 5:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd6fd126a881908baef34c1c013fe1 completed May 8, 2026, 5:08 a.m.
Created at: April 9, 2026, 9:45 p.m.