Triple

T38377419
Position Surface form Disambiguated ID Type / Status
Subject Oxbow, North Dakota E893661 entity
Predicate infrastructureProjectImpact P54339 FINISHED
Object Fargo–Moorhead Area Diversion Project
The Fargo–Moorhead Area Diversion Project is a large-scale flood control and mitigation initiative designed to protect the Fargo–Moorhead metropolitan region from recurring Red River flooding through a system of diversion channels, levees, and related infrastructure.
 E2267810 NE FINISHED

How this triple was built (3 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: Fargo–Moorhead Area Diversion Project | Statement: [Oxbow, North Dakota, infrastructureProjectImpact, Fargo–Moorhead Area Diversion Project]
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: Fargo–Moorhead Area Diversion Project
Triple: [Oxbow, North Dakota, infrastructureProjectImpact, Fargo–Moorhead Area Diversion Project]
Generated description
The Fargo–Moorhead Area Diversion Project is a large-scale flood control and mitigation initiative designed to protect the Fargo–Moorhead metropolitan region from recurring Red River flooding through a system of diversion channels, levees, and related infrastructure.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: infrastructureProjectImpact
Context triple: [Oxbow, North Dakota, infrastructureProjectImpact, Fargo–Moorhead Area Diversion Project]
  • A. infrastructureImpact chosen
    Indicates the effect that an action, event, or entity has on the condition, performance, or availability of infrastructure systems.
  • B. infrastructureProjects
    Indicates that there are planned, ongoing, or completed construction or development works related to physical or organizational infrastructure involving the associated entities.
  • C. majorInfrastructureProject
    Indicates a large-scale, capital-intensive construction or development initiative that significantly impacts public systems, services, or facilities.
  • D. includesMajorInfrastructure
    Indicates that the subject area or entity contains significant, large-scale infrastructure elements essential for core operations or services.
  • E. infrastructureFocusArea
    Indicates the specific aspect or domain of infrastructure that an entity, project, or activity is primarily concerned with or directed toward.
  • F. None of above.

Provenance (6 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_69f76e4b1f748190a380696a16eae4a2 completed May 3, 2026, 3:48 p.m.
NER Named-entity recognition batch_69fcd1499e2c81909bafd84dc4810f45 completed May 7, 2026, 5:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a41b2a3860c8190ab45dccdae79aa03 completed June 28, 2026, 11:47 p.m.
NEDg Description generation batch_6a41b41e4fb48190ab0e098edc14965b completed June 28, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_6a41b4aff75081909d0946a1c0992447 completed June 28, 2026, 11:56 p.m.
PD Predicate disambiguation batch_69fcccf024ec819086383ffbb6cfc036 completed May 7, 2026, 5:33 p.m.
Created at: May 3, 2026, 4:31 p.m.