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.