Triple

T18182723
Position Surface form Disambiguated ID Type / Status
Subject Dutchess County Department of Public Works E435330 entity
Predicate hasPart P35 FINISHED
Object highway division (Dutchess County Department of Public Works)
The highway division of the Dutchess County Department of Public Works is the unit responsible for maintaining and improving the county’s roadways and related transportation infrastructure.
E1310929 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: highway division (Dutchess County Department of Public Works) | Statement: [Dutchess County Department of Public Works, hasPart, highway division (Dutchess County Department of Public Works)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: highway division (Dutchess County Department of Public Works)
Context triple: [Dutchess County Department of Public Works, hasPart, highway division (Dutchess County Department of Public Works)]
  • A. Middlesex County highway system
    The Middlesex County highway system is a network of county-maintained roads in Middlesex County, New Jersey, that supplements state and local streets by providing key regional transportation routes.
  • B. Hightstown Bypass
    Hightstown Bypass is a limited-access state highway in New Jersey designed to route traffic around the borough of Hightstown, easing congestion on local roads.
  • C. New Jersey Route 33 Business
    New Jersey Route 33 Business is a designated business loop in New Jersey that directs traffic from the main Route 33 through local commercial and downtown areas.
  • D. Derby–Broome Highway
    The Derby–Broome Highway is a major road in Western Australia’s Kimberley region that links the coastal town of Broome with the inland town of Derby, serving as a key transport and tourism route.
  • E. Sagtikos State Parkway
    Sagtikos State Parkway is a north–south limited-access highway on Long Island, New York, that links the Southern State Parkway with the Northern State Parkway and serves as a key connector between major east–west routes.
  • 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: highway division (Dutchess County Department of Public Works)
Triple: [Dutchess County Department of Public Works, hasPart, highway division (Dutchess County Department of Public Works)]
Generated description
The highway division of the Dutchess County Department of Public Works is the unit responsible for maintaining and improving the county’s roadways and related transportation infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: highway division (Dutchess County Department of Public Works)
Target entity description: The highway division of the Dutchess County Department of Public Works is the unit responsible for maintaining and improving the county’s roadways and related transportation infrastructure.
  • A. Middlesex County highway system
    The Middlesex County highway system is a network of county-maintained roads in Middlesex County, New Jersey, that supplements state and local streets by providing key regional transportation routes.
  • B. Hightstown Bypass
    Hightstown Bypass is a limited-access state highway in New Jersey designed to route traffic around the borough of Hightstown, easing congestion on local roads.
  • C. New Jersey Route 33 Business
    New Jersey Route 33 Business is a designated business loop in New Jersey that directs traffic from the main Route 33 through local commercial and downtown areas.
  • D. Derby–Broome Highway
    The Derby–Broome Highway is a major road in Western Australia’s Kimberley region that links the coastal town of Broome with the inland town of Derby, serving as a key transport and tourism route.
  • E. Sagtikos State Parkway
    Sagtikos State Parkway is a north–south limited-access highway on Long Island, New York, that links the Southern State Parkway with the Northern State Parkway and serves as a key connector between major east–west routes.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dffc432c8190af53da5256dc476c completed April 19, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03980112908190bbc5371ce2b8a028 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0398dd1d50819087d16ad6f09ef063 completed May 12, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_6a03998369648190ae2e84ba56827473 completed May 12, 2026, 9:20 p.m.
Created at: April 10, 2026, 10:31 a.m.