Triple

T15668846
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Maryland E377254 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 40 Business in Maryland
U.S. Route 40 Business in Maryland is a business loop of U.S. Route 40 that serves local traffic and commercial areas along the highway’s corridor within the state.
 E1170051 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: U.S. Route 40 Business in Maryland | Statement: [U.S. Highways in Maryland, hasRoute, U.S. Route 40 Business in Maryland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 40 Business in Maryland
Context triple: [U.S. Highways in Maryland, hasRoute, U.S. Route 40 Business in Maryland]
  • A. U.S. Route 40 in Maryland
    U.S. Route 40 in Maryland is a major east–west highway that traverses the state, connecting urban centers like Baltimore with rural and mountainous regions including the South Mountain area.
  • B. Maryland Route 404
    Maryland Route 404 is a primary state highway on Maryland’s Eastern Shore that serves as a major east–west route to the Delaware beaches and coastal resort areas.
  • C. Maryland Route 3 Business
    Maryland Route 3 Business is a state highway serving as a primary commercial and local traffic corridor through Glen Burnie, Maryland.
  • D. Maryland Route 5 Business
    Maryland Route 5 Business is a state highway in Maryland that serves as a business route of Maryland Route 5, providing local access through commercial and downtown areas along its corridor.
  • E. 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.
  • 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: U.S. Route 40 Business in Maryland
Triple: [U.S. Highways in Maryland, hasRoute, U.S. Route 40 Business in Maryland]
Generated description
U.S. Route 40 Business in Maryland is a business loop of U.S. Route 40 that serves local traffic and commercial areas along the highway’s corridor within the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 40 Business in Maryland
Target entity description: U.S. Route 40 Business in Maryland is a business loop of U.S. Route 40 that serves local traffic and commercial areas along the highway’s corridor within the state.
  • A. U.S. Route 40 in Maryland
    U.S. Route 40 in Maryland is a major east–west highway that traverses the state, connecting urban centers like Baltimore with rural and mountainous regions including the South Mountain area.
  • B. Maryland Route 404
    Maryland Route 404 is a primary state highway on Maryland’s Eastern Shore that serves as a major east–west route to the Delaware beaches and coastal resort areas.
  • C. Maryland Route 3 Business
    Maryland Route 3 Business is a state highway serving as a primary commercial and local traffic corridor through Glen Burnie, Maryland.
  • D. Maryland Route 5 Business
    Maryland Route 5 Business is a state highway in Maryland that serves as a business route of Maryland Route 5, providing local access through commercial and downtown areas along its corridor.
  • E. 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.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f1254508190a77a16b7bfd299ad completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff67a431208190b7e0d1eefd55504a completed May 9, 2026, 4:58 p.m.
NEDg Description generation batch_69ff6959c200819098d11682b3078766 completed May 9, 2026, 5:05 p.m.
NED2 Entity disambiguation (via description) batch_69ff69b4b9dc8190920c399b737cf2a3 completed May 9, 2026, 5:07 p.m.
Created at: April 10, 2026, 4:16 a.m.