Triple

T13012595
Position Surface form Disambiguated ID Type / Status
Subject Maquoketa River E322456 entity
Predicate hasRecreationArea P5383 FINISHED
Object Indian Bluffs area
Indian Bluffs area is a riverside recreation site along the Maquoketa River known for outdoor activities such as hiking, fishing, and nature viewing.
E1015497 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: Indian Bluffs area | Statement: [Maquoketa River, hasRecreationArea, Indian Bluffs area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Indian Bluffs area
Context triple: [Maquoketa River, hasRecreationArea, Indian Bluffs area]
  • A. Hollofield Area
    Hollofield Area is a developed section of Patapsco Valley State Park in Maryland known for its campground, river views, and access to hiking and recreation along the Patapsco River.
  • B. Cedar Hills area
    The Cedar Hills area is a suburban neighborhood in Beaverton, Oregon, characterized by residential communities, shopping centers, and proximity to major transit and freeway routes.
  • C. Fairview Heights area
    The Fairview Heights area is a neighborhood in Inglewood, California, known for its residential character and proximity to major transit and commercial corridors.
  • D. Four Oaks area
    Four Oaks area is a suburban district in Sutton Coldfield, Birmingham, known for its affluent residential character and good rail links to central Birmingham.
  • E. Fort Whitworth area
    The Fort Whitworth area is a preserved section of the Petersburg National Battlefield in Virginia, encompassing Civil War fortifications and landscapes associated with the lengthy siege of Petersburg.
  • 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: Indian Bluffs area
Triple: [Maquoketa River, hasRecreationArea, Indian Bluffs area]
Generated description
Indian Bluffs area is a riverside recreation site along the Maquoketa River known for outdoor activities such as hiking, fishing, and nature viewing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Indian Bluffs area
Target entity description: Indian Bluffs area is a riverside recreation site along the Maquoketa River known for outdoor activities such as hiking, fishing, and nature viewing.
  • A. Hollofield Area
    Hollofield Area is a developed section of Patapsco Valley State Park in Maryland known for its campground, river views, and access to hiking and recreation along the Patapsco River.
  • B. Cedar Hills area
    The Cedar Hills area is a suburban neighborhood in Beaverton, Oregon, characterized by residential communities, shopping centers, and proximity to major transit and freeway routes.
  • C. Fairview Heights area
    The Fairview Heights area is a neighborhood in Inglewood, California, known for its residential character and proximity to major transit and commercial corridors.
  • D. Four Oaks area
    Four Oaks area is a suburban district in Sutton Coldfield, Birmingham, known for its affluent residential character and good rail links to central Birmingham.
  • E. Fort Whitworth area
    The Fort Whitworth area is a preserved section of the Petersburg National Battlefield in Virginia, encompassing Civil War fortifications and landscapes associated with the lengthy siege of Petersburg.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ecbb8f4819094d55eb07cb5ad97 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c10d5b9881909db688c1ab0e6a77 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c277e6248190870b3bf9869716a7 completed May 3, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69f6c38bc0b08190b76cb0853d99ad82 completed May 3, 2026, 3:39 a.m.
Created at: April 9, 2026, 8:49 p.m.