Triple

T12034526
Position Surface form Disambiguated ID Type / Status
Subject Baltimore Beltway E286499 entity
Predicate hasJunction P1018 FINISHED
Object 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.
 E961428 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 north of Baltimore | Statement: [Baltimore Beltway, hasJunction, I-95 north of Baltimore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I-95 north of Baltimore
Context triple: [Baltimore Beltway, hasJunction, I-95 north of Baltimore]
  • A. 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.
  • B. 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.
  • C. Interstate 95 in New Jersey
    Interstate 95 in New Jersey is a major north–south highway corridor that carries regional and long-distance traffic through the northeastern part of the state, connecting it with New York and Pennsylvania.
  • D. 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.
  • E. Interstate 95 near Newington
    Interstate 95 near Newington is a major segment of the East Coast’s primary north–south highway corridor in northern Virginia, carrying heavy regional and long-distance traffic south of Washington, D.C.
  • 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 north of Baltimore
Triple: [Baltimore Beltway, hasJunction, I-95 north of Baltimore]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I-95 north of Baltimore
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Interstate 95 in New Jersey
    Interstate 95 in New Jersey is a major north–south highway corridor that carries regional and long-distance traffic through the northeastern part of the state, connecting it with New York and Pennsylvania.
  • D. 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.
  • E. Interstate 95 near Newington
    Interstate 95 near Newington is a major segment of the East Coast’s primary north–south highway corridor in northern Virginia, carrying heavy regional and long-distance traffic south of Washington, D.C.
  • 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_69f49d6ec4b8819093ff50254a851444 completed May 1, 2026, 12:32 p.m.
NEDg Description generation batch_69f53d930714819080f92d223d930389 completed May 1, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69f564b826ec819098906cf735e45093 completed May 2, 2026, 2:43 a.m.
Created at: April 8, 2026, 9:47 p.m.