Triple

T13324159
Position Surface form Disambiguated ID Type / Status
Subject Town of Harwich government E317394 entity
Predicate hasDepartment P35 FINISHED
Object Harwich Department of Public Works
The Harwich Department of Public Works is the municipal agency responsible for maintaining the town’s infrastructure and public services, including roads, facilities, and related utilities.
E317394 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: Harwich Department of Public Works | Statement: [Town of Harwich government, hasDepartment, Harwich Department of Public Works]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harwich Department of Public Works
Context triple: [Town of Harwich government, hasDepartment, Harwich Department of Public Works]
  • A. Town of Harwich government
    The Town of Harwich government is the municipal authority responsible for administering local services, regulations, and policies for the town of Harwich, Massachusetts.
  • B. Harwich Navyard Wharf
    Harwich Navyard Wharf is a commercial port facility in Harwich, England, used primarily for cargo handling and maritime services.
  • C. Guildhall, Harwich
    Guildhall, Harwich is a historic municipal building in the coastal town of Harwich, England, traditionally used for civic administration and local government functions.
  • D. Harwich International Port
    Harwich International Port is a major ferry and cruise terminal in Essex, England, providing passenger and freight services across the North Sea to continental Europe.
  • E. Town of Harwich
    The Town of Harwich is a coastal municipality on Cape Cod in Massachusetts known for its beaches, harbors, and historic New England character.
  • 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: Harwich Department of Public Works
Triple: [Town of Harwich government, hasDepartment, Harwich Department of Public Works]
Generated description
The Harwich Department of Public Works is the municipal agency responsible for maintaining the town’s infrastructure and public services, including roads, facilities, and related utilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harwich Department of Public Works
Target entity description: The Harwich Department of Public Works is the municipal agency responsible for maintaining the town’s infrastructure and public services, including roads, facilities, and related utilities.
  • A. Town of Harwich government chosen
    The Town of Harwich government is the municipal authority responsible for administering local services, regulations, and policies for the town of Harwich, Massachusetts.
  • B. Harwich Navyard Wharf
    Harwich Navyard Wharf is a commercial port facility in Harwich, England, used primarily for cargo handling and maritime services.
  • C. Guildhall, Harwich
    Guildhall, Harwich is a historic municipal building in the coastal town of Harwich, England, traditionally used for civic administration and local government functions.
  • D. Harwich International Port
    Harwich International Port is a major ferry and cruise terminal in Essex, England, providing passenger and freight services across the North Sea to continental Europe.
  • E. Town of Harwich
    The Town of Harwich is a coastal municipality on Cape Cod in Massachusetts known for its beaches, harbors, and historic New England character.
  • F. None of above.

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_69d806b4d62c81908d4ced1665414be5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9992c1fec8190bcb6a6bb3c973a24 completed April 11, 2026, 12:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f2cd5688190a2a0db0f0295de83 completed May 3, 2026, 10:10 a.m.
NEDg Description generation batch_69f71fe2c128819096cc31c9cbb739b5 completed May 3, 2026, 10:13 a.m.
NED2 Entity disambiguation (via description) batch_69f7208d47388190b1b51f346b0d1423 completed May 3, 2026, 10:16 a.m.
Created at: April 9, 2026, 9:30 p.m.