Triple

T12034527
Position Surface form Disambiguated ID Type / Status
Subject Baltimore Beltway E286499 entity
Predicate hasJunction P1018 FINISHED
Object I-95 south of Baltimore
I-95 south of Baltimore is a major segment of the Interstate 95 corridor in Maryland that carries heavy regional and long-distance traffic between the Baltimore area and points farther south along the East Coast.
 E963179 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: I-95 south of Baltimore | Statement: [Baltimore Beltway, hasJunction, I-95 south of Baltimore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I-95 south of Baltimore
Context triple: [Baltimore Beltway, hasJunction, I-95 south of Baltimore]
  • A. I-95 north of Baltimore
    I-95 north of Baltimore is a heavily traveled segment of the Interstate 95 corridor in Maryland that carries regional and long-distance traffic between Baltimore and points to the northeast.
  • B. Interstate 95 in Prince George's County, Maryland
    Interstate 95 in Prince George's County, Maryland is a major north–south highway segment of the East Coast’s primary interstate corridor, carrying heavy regional and long-distance traffic through the Washington, D.C. metropolitan area.
  • C. Interstate 95 near Daytona Beach
    Interstate 95 near Daytona Beach is a major north–south highway along Florida’s Atlantic coast that serves as a key route for regional and long-distance traffic through the Daytona Beach area.
  • D. Interstate 95 in Pennsylvania
    Interstate 95 in Pennsylvania is a major north–south highway corridor that runs through the Philadelphia metropolitan area, connecting the state to other parts of the East Coast.
  • E. Interstate 95 near Newport, Maine
    Interstate 95 near Newport, Maine is a major segment of the primary north–south highway in the eastern United States, serving as a key transportation corridor through central Maine.
  • 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: I-95 south of Baltimore
Triple: [Baltimore Beltway, hasJunction, I-95 south of Baltimore]
Generated description
I-95 south of Baltimore is a major segment of the Interstate 95 corridor in Maryland that carries heavy regional and long-distance traffic between the Baltimore area and points farther south along the East Coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I-95 south of Baltimore
Target entity description: I-95 south of Baltimore is a major segment of the Interstate 95 corridor in Maryland that carries heavy regional and long-distance traffic between the Baltimore area and points farther south along the East Coast.
  • A. I-95 north of Baltimore
    I-95 north of Baltimore is a heavily traveled segment of the Interstate 95 corridor in Maryland that carries regional and long-distance traffic between Baltimore and points to the northeast.
  • B. Interstate 95 in Prince George's County, Maryland
    Interstate 95 in Prince George's County, Maryland is a major north–south highway segment of the East Coast’s primary interstate corridor, carrying heavy regional and long-distance traffic through the Washington, D.C. metropolitan area.
  • C. Interstate 95 near Daytona Beach
    Interstate 95 near Daytona Beach is a major north–south highway along Florida’s Atlantic coast that serves as a key route for regional and long-distance traffic through the Daytona Beach area.
  • D. Interstate 95 in Pennsylvania
    Interstate 95 in Pennsylvania is a major north–south highway corridor that runs through the Philadelphia metropolitan area, connecting the state to other parts of the East Coast.
  • E. Interstate 95 near Newport, Maine
    Interstate 95 near Newport, Maine is a major segment of the primary north–south highway in the eastern United States, serving as a key transportation corridor through central Maine.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90408cbf0819093270c9833ef149a completed April 10, 2026, 2:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f64826a481908a09ca1c91c4e04f completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fde880f4819094b2170bf4e82138 completed May 2, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69f5ffc2cfd08190b87eccd3a73afc77 completed May 2, 2026, 1:44 p.m.
Created at: April 8, 2026, 9:47 p.m.