Triple

T9144519
Position Surface form Disambiguated ID Type / Status
Subject Apponaug E219414 entity
Predicate hasRoadImprovementProject P87017 FINISHED
Object Apponaug Circulator Project
The Apponaug Circulator Project is a transportation infrastructure initiative in Apponaug, Rhode Island, designed to improve traffic flow and safety through a system of redesigned roads and roundabouts.
E780932 NE FINISHED

How this triple was built (5 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: Apponaug Circulator Project | Statement: [Apponaug, hasRoadImprovementProject, Apponaug Circulator Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apponaug Circulator Project
Context triple: [Apponaug, hasRoadImprovementProject, Apponaug Circulator Project]
  • A. The Energy Project
    The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
  • B. Pylons Project
    Pylons Project is an open-source organization that develops and maintains Python web frameworks and related tools, including the Pyramid framework.
  • C. AquaLoop
    AquaLoop is a high-thrill water slide featuring a near-vertical drop and looping enclosed flume, located at the Wet'n'Wild Gold Coast water park in Australia.
  • D. Pumlumon Project
    The Pumlumon Project is a large-scale conservation and habitat restoration initiative in the Plynlimon uplands of mid-Wales, focused on enhancing biodiversity, improving water management, and supporting sustainable land use.
  • E. Project 1012
    Project 1012 is an urban renewal and zoning initiative in Amsterdam’s De Wallen red-light district aimed at reducing crime and transforming the area’s economic and social 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: Apponaug Circulator Project
Triple: [Apponaug, hasRoadImprovementProject, Apponaug Circulator Project]
Generated description
The Apponaug Circulator Project is a transportation infrastructure initiative in Apponaug, Rhode Island, designed to improve traffic flow and safety through a system of redesigned roads and roundabouts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Apponaug Circulator Project
Target entity description: The Apponaug Circulator Project is a transportation infrastructure initiative in Apponaug, Rhode Island, designed to improve traffic flow and safety through a system of redesigned roads and roundabouts.
  • A. The Energy Project
    The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
  • B. Pylons Project
    Pylons Project is an open-source organization that develops and maintains Python web frameworks and related tools, including the Pyramid framework.
  • C. AquaLoop
    AquaLoop is a high-thrill water slide featuring a near-vertical drop and looping enclosed flume, located at the Wet'n'Wild Gold Coast water park in Australia.
  • D. Pumlumon Project
    The Pumlumon Project is a large-scale conservation and habitat restoration initiative in the Plynlimon uplands of mid-Wales, focused on enhancing biodiversity, improving water management, and supporting sustainable land use.
  • E. Project 1012
    Project 1012 is an urban renewal and zoning initiative in Amsterdam’s De Wallen red-light district aimed at reducing crime and transforming the area’s economic and social character.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRoadImprovementProject
Context triple: [Apponaug, hasRoadImprovementProject, Apponaug Circulator Project]
  • A. roadConstruction
    Indicates that construction work is being carried out on a road, typically involving building, repairing, or modifying the roadway infrastructure.
  • B. proposedInfrastructure
    Indicates that an infrastructure project or facility has been suggested or planned but not yet approved, built, or implemented between the related entities.
  • C. hasStationAddedByImprovementProject
    Indicates that a station exists or was created as a result of an improvement project being carried out.
  • D. hasPedestrianisationProjects
    Indicates that an entity is involved in or associated with projects aimed at restricting or redesigning areas for pedestrian use.
  • E. hasRoadway
    Indicates that one location or area is connected to another by a road or roadway infrastructure.
  • F. None of above. chosen

Provenance (7 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_69ca83e121dc81909912bd66953081c5 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca9166d308190a742ae68371439ee completed April 1, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d04820eef08190839cecb5bb74f122 completed April 3, 2026, 11:07 p.m.
NEDg Description generation batch_69d048dbcfe08190afb6ee816e22ddfc completed April 3, 2026, 11:10 p.m.
NED2 Entity disambiguation (via description) batch_69d049b159d08190ad426bb7f9bcafb1 completed April 3, 2026, 11:13 p.m.
PD Predicate disambiguation batch_69cc6603ce8c8190bf6e8d6754bdec54 completed April 1, 2026, 12:25 a.m.
PDg Predicate description generation batch_69cc6a3d230881909635b2ccea35cedb completed April 1, 2026, 12:43 a.m.
Created at: March 30, 2026, 7:19 p.m.