Triple

T1285571
Position Surface form Disambiguated ID Type / Status
Subject Maryland Department of Natural Resources E27425 entity
Predicate oversees P46 FINISHED
Object Boating Services
Boating Services is a division responsible for managing and supporting recreational and commercial boating activities, facilities, and safety programs within Maryland’s waterways.
 E146391 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: Boating Services | Statement: [Maryland Department of Natural Resources, oversees, Boating Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Boating Services
Context triple: [Maryland Department of Natural Resources, oversees, Boating Services]
  • A. Steamboat Inspection Service
    The Steamboat Inspection Service was a U.S. federal agency responsible for enforcing safety regulations and inspecting steamboats and other vessels to protect lives and property on navigable waters.
  • B. Friendship Boats
    Friendship Boats are a fleet of water taxis at Walt Disney World that transport guests across the waterways linking Epcot, Disney’s Hollywood Studios, and nearby resort hotels.
  • C. Amity boat tours
    Amity boat tours is a fictional sightseeing boat company featured in the Jaws-themed attraction at Universal Studios, evoking the coastal town setting from the original film.
  • D. Windermere Lake Cruises
    Windermere Lake Cruises is a passenger boat company operating sightseeing and transport services on Lake Windermere in England’s Lake District.
  • E. Ullswater Steamers
    Ullswater Steamers is a historic passenger boat company operating scenic cruises on Ullswater in England’s Lake District.
  • 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: Boating Services
Triple: [Maryland Department of Natural Resources, oversees, Boating Services]
Generated description
Boating Services is a division responsible for managing and supporting recreational and commercial boating activities, facilities, and safety programs within Maryland’s waterways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Boating Services
Target entity description: Boating Services is a division responsible for managing and supporting recreational and commercial boating activities, facilities, and safety programs within Maryland’s waterways.
  • A. Steamboat Inspection Service
    The Steamboat Inspection Service was a U.S. federal agency responsible for enforcing safety regulations and inspecting steamboats and other vessels to protect lives and property on navigable waters.
  • B. Friendship Boats
    Friendship Boats are a fleet of water taxis at Walt Disney World that transport guests across the waterways linking Epcot, Disney’s Hollywood Studios, and nearby resort hotels.
  • C. Amity boat tours
    Amity boat tours is a fictional sightseeing boat company featured in the Jaws-themed attraction at Universal Studios, evoking the coastal town setting from the original film.
  • D. Windermere Lake Cruises
    Windermere Lake Cruises is a passenger boat company operating sightseeing and transport services on Lake Windermere in England’s Lake District.
  • E. Ullswater Steamers
    Ullswater Steamers is a historic passenger boat company operating scenic cruises on Ullswater in England’s Lake District.
  • 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_69a496d4ec448190ad653b2590c46711 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0b85eb48190a8b61dc397fa6390 completed March 1, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69aca3004b648190a4148b0421699bf9 completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca3a539848190a17e8bd578bc237a completed March 7, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_69aca4158bbc8190bd1f5799715e3e4c completed March 7, 2026, 10:17 p.m.
Created at: March 1, 2026, 7:51 p.m.