Triple

T7300241
Position Surface form Disambiguated ID Type / Status
Subject Thurmont, Maryland E167827 entity
Predicate hasTransportationRoute P385 FINISHED
Object Maryland Route 550
Maryland Route 550 is a state highway in Maryland that connects the town of Thurmont to surrounding rural communities and regional routes in Frederick County.
 E690772 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 550 | Statement: [Thurmont, Maryland, hasTransportationRoute, Maryland Route 550]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maryland Route 550
Context triple: [Thurmont, Maryland, hasTransportationRoute, Maryland Route 550]
  • A. Maryland Route 355
    Maryland Route 355 is a major north–south state highway in Maryland that closely parallels Interstate 270, connecting Washington, D.C.’s northwest suburbs with communities such as Bethesda, Rockville, Gaithersburg, and Frederick.
  • B. Maryland Route 565
    Maryland Route 565 is a state highway in Maryland that serves as a local connector route in the Easton area, linking nearby primary highways and communities.
  • C. Maryland Route 450
    Maryland Route 450 is a state highway in Maryland that connects Annapolis with surrounding communities and serves as a key local arterial route in the region.
  • D. Maryland Route 85
    Maryland Route 85 is a state highway in Frederick County, Maryland, that serves as a key connector between the city of Frederick and the surrounding suburban and industrial areas.
  • E. Maryland Route 650
    Maryland Route 650 is a state highway in Maryland that serves as a major north–south arterial road connecting communities in the Washington, D.C. metropolitan area.
  • 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 550
Triple: [Thurmont, Maryland, hasTransportationRoute, Maryland Route 550]
Generated description
Maryland Route 550 is a state highway in Maryland that connects the town of Thurmont to surrounding rural communities and regional routes in Frederick County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maryland Route 550
Target entity description: Maryland Route 550 is a state highway in Maryland that connects the town of Thurmont to surrounding rural communities and regional routes in Frederick County.
  • A. Maryland Route 355
    Maryland Route 355 is a major north–south state highway in Maryland that closely parallels Interstate 270, connecting Washington, D.C.’s northwest suburbs with communities such as Bethesda, Rockville, Gaithersburg, and Frederick.
  • B. Maryland Route 565
    Maryland Route 565 is a state highway in Maryland that serves as a local connector route in the Easton area, linking nearby primary highways and communities.
  • C. Maryland Route 450
    Maryland Route 450 is a state highway in Maryland that connects Annapolis with surrounding communities and serves as a key local arterial route in the region.
  • D. Maryland Route 85
    Maryland Route 85 is a state highway in Frederick County, Maryland, that serves as a key connector between the city of Frederick and the surrounding suburban and industrial areas.
  • E. Maryland Route 650
    Maryland Route 650 is a state highway in Maryland that serves as a major north–south arterial road connecting communities in the Washington, D.C. metropolitan area.
  • 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_69c6888c820881909fc68f689fe1c251 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ebaef4a081908fadc6d5e2621e80 completed March 27, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9493bf8088190bc59dd0e36d16a20 completed March 29, 2026, 3:46 p.m.
NEDg Description generation batch_69c949ce7900819080312f9f5776e7f7 completed March 29, 2026, 3:48 p.m.
NED2 Entity disambiguation (via description) batch_69c94a1e78f08190955632d35b02fb91 completed March 29, 2026, 3:49 p.m.
Created at: March 27, 2026, 3:01 p.m.