Triple

T11929453
Position Surface form Disambiguated ID Type / Status
Subject Lumberton, North Carolina E283871 entity
Predicate riverDesignation P86882 FINISHED
Object Lumber River State Park corridor nearby
Lumber River State Park corridor nearby refers to the protected stretch of the blackwater Lumber River and its surrounding natural areas close to Lumberton, North Carolina, known for paddling, fishing, and wildlife viewing.
E955564 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: Lumber River State Park corridor nearby | Statement: [Lumberton, North Carolina, riverDesignation, Lumber River State Park corridor nearby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lumber River State Park corridor nearby
Context triple: [Lumberton, North Carolina, riverDesignation, Lumber River State Park corridor nearby]
  • A. Staunton River State Park vicinity
    Staunton River State Park vicinity is a rural natural area in southern Virginia known for its dark skies, outdoor recreation, and proximity to the Staunton River within Halifax County.
  • B. Riverwalk along the Eno River
    Riverwalk along the Eno River is a scenic greenway and walking trail that follows the Eno River through Hillsborough, North Carolina, offering riverside views, nature access, and recreational opportunities.
  • C. Neuse River Recreation Area
    Neuse River Recreation Area is a protected outdoor recreation site along North Carolina’s Neuse River offering activities such as hiking, boating, fishing, and camping.
  • D. Amicalola Falls State Park vicinity
    Amicalola Falls State Park vicinity is a scenic natural area in northern Georgia known for its towering waterfall, forested mountain landscapes, and popular hiking trails.
  • E. Turkey River (nearby waterway)
    Turkey River is a tributary of the Upper Mississippi River in northeastern Iowa, known for its scenic valleys and recreational opportunities such as fishing and paddling.
  • 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: Lumber River State Park corridor nearby
Triple: [Lumberton, North Carolina, riverDesignation, Lumber River State Park corridor nearby]
Generated description
Lumber River State Park corridor nearby refers to the protected stretch of the blackwater Lumber River and its surrounding natural areas close to Lumberton, North Carolina, known for paddling, fishing, and wildlife viewing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lumber River State Park corridor nearby
Target entity description: Lumber River State Park corridor nearby refers to the protected stretch of the blackwater Lumber River and its surrounding natural areas close to Lumberton, North Carolina, known for paddling, fishing, and wildlife viewing.
  • A. Staunton River State Park vicinity
    Staunton River State Park vicinity is a rural natural area in southern Virginia known for its dark skies, outdoor recreation, and proximity to the Staunton River within Halifax County.
  • B. Riverwalk along the Eno River
    Riverwalk along the Eno River is a scenic greenway and walking trail that follows the Eno River through Hillsborough, North Carolina, offering riverside views, nature access, and recreational opportunities.
  • C. Neuse River Recreation Area
    Neuse River Recreation Area is a protected outdoor recreation site along North Carolina’s Neuse River offering activities such as hiking, boating, fishing, and camping.
  • D. Amicalola Falls State Park vicinity
    Amicalola Falls State Park vicinity is a scenic natural area in northern Georgia known for its towering waterfall, forested mountain landscapes, and popular hiking trails.
  • E. Turkey River (nearby waterway)
    Turkey River is a tributary of the Upper Mississippi River in northeastern Iowa, known for its scenic valleys and recreational opportunities such as fishing and paddling.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: riverDesignation
Context triple: [Lumberton, North Carolina, riverDesignation, Lumber River State Park corridor nearby]
  • A. riverSystem
    Indicates that one entity is a river system to which the other entity belongs or is a component (such as a tributary or segment).
  • B. watercourseName
    Indicates the name assigned to a river, stream, or other flowing body of water in the relationship.
  • C. isWatercourseOf chosen
    Indicates that a watercourse (such as a river or stream) flows through, belongs to, or is geographically associated with a particular area or feature.
  • D. riverFeatureType
    Indicates the specific kind or category of physical or functional feature associated with a river (e.g., source, mouth, tributary, channel segment).
  • E. isMajorWatercourseOf
    Indicates that a watercourse is a primary or significant river or stream associated with, or flowing through, a particular geographic area or feature.
  • 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90303a9a88190a4044e6310ba9b4b completed April 10, 2026, 2:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f440611e648190b2c47b43f02d2e4b completed May 1, 2026, 5:55 a.m.
NEDg Description generation batch_69f448fb898081908a8ffd0da703c0f9 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44b9e662881908549e041f6a05e38 completed May 1, 2026, 6:43 a.m.
PD Predicate disambiguation batch_69d8bb3af0188190bfb22be5c97b3349 completed April 10, 2026, 8:56 a.m.
Created at: April 8, 2026, 9:45 p.m.