Triple

T12386881
Position Surface form Disambiguated ID Type / Status
Subject Maryland Route 4 E295888 entity
Predicate abbreviation P43 FINISHED
Object MD 4
MD 4 is a major state highway in Maryland that connects the Washington, D.C. suburbs with Southern Maryland communities.
 E979456 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: MD 4 | Statement: [Maryland Route 4, abbreviation, MD 4]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MD 4
Context triple: [Maryland Route 4, abbreviation, MD 4]
  • A. MD 3
    MD 3 is a primary state highway in Maryland that connects the Baltimore–Washington Parkway area to the U.S. Route 50/301 corridor near Bowie.
  • B. MD 214
    MD 214 is a major east–west state highway in Maryland that connects Washington, D.C. suburbs with communities in Prince George’s and Anne Arundel counties.
  • C. MD 450
    MD 450 is a state highway in Maryland that serves as an important east–west route connecting communities in the Annapolis and Washington, D.C. metropolitan areas.
  • D. MD 704
    MD 704 is a state highway in Maryland that serves as a key local connector route in the Washington, D.C. metropolitan area.
  • E. MD 202
    MD 202 is a state highway in Maryland that connects communities in Prince George’s County, including the area near FedExField and the Capital Beltway.
  • 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: MD 4
Triple: [Maryland Route 4, abbreviation, MD 4]
Generated description
MD 4 is a major state highway in Maryland that connects the Washington, D.C. suburbs with Southern Maryland communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MD 4
Target entity description: MD 4 is a major state highway in Maryland that connects the Washington, D.C. suburbs with Southern Maryland communities.
  • A. MD 3
    MD 3 is a primary state highway in Maryland that connects the Baltimore–Washington Parkway area to the U.S. Route 50/301 corridor near Bowie.
  • B. MD 214
    MD 214 is a major east–west state highway in Maryland that connects Washington, D.C. suburbs with communities in Prince George’s and Anne Arundel counties.
  • C. MD 450
    MD 450 is a state highway in Maryland that serves as an important east–west route connecting communities in the Annapolis and Washington, D.C. metropolitan areas.
  • D. MD 704
    MD 704 is a state highway in Maryland that serves as a key local connector route in the Washington, D.C. metropolitan area.
  • E. MD 202
    MD 202 is a state highway in Maryland that connects communities in Prince George’s County, including the area near FedExField and the Capital Beltway.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fbd489c819098233a111442762e completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac939bc819081629b9eef20c4e7 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62c7b28588190839c35c19856d16f completed May 2, 2026, 4:55 p.m.
NED2 Entity disambiguation (via description) batch_69f62e403a308190a2bba3fefc420932 completed May 2, 2026, 5:02 p.m.
Created at: April 8, 2026, 9:54 p.m.