Triple

T4669993
Position Surface form Disambiguated ID Type / Status
Subject Battle Creek Cypress Swamp Sanctuary E102937 entity
Predicate hasWaterBody P165 FINISHED
Object Battle Creek
Battle Creek is a stream in Maryland that flows through the Battle Creek Cypress Swamp Sanctuary, supporting its unique wetland ecosystem.
 E460756 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: Battle Creek | Statement: [Battle Creek Cypress Swamp Sanctuary, hasWaterBody, Battle Creek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Battle Creek
Context triple: [Battle Creek Cypress Swamp Sanctuary, hasWaterBody, Battle Creek]
  • A. Battle Creek
    Battle Creek is a mid-sized city in south-central Michigan known historically for its cereal industry and as the headquarters of Kellogg Company.
  • B. Oak Creek
    Oak Creek is a master-planned residential village within the city of Irvine, California, known for its suburban neighborhoods, parks, and community amenities.
  • C. Oak Creek
    Oak Creek is a scenic stream in northern Arizona known for flowing through the red rock canyons around Sedona and supporting popular recreation and wildlife habitats.
  • D. Odiongan
    Odiongan is a coastal municipality on Tablas Island in Romblon province, Philippines, serving as a local commercial and transportation hub in the region.
  • E. Bergland, Michigan
    Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
  • 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: Battle Creek
Triple: [Battle Creek Cypress Swamp Sanctuary, hasWaterBody, Battle Creek]
Generated description
Battle Creek is a stream in Maryland that flows through the Battle Creek Cypress Swamp Sanctuary, supporting its unique wetland ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Battle Creek
Target entity description: Battle Creek is a stream in Maryland that flows through the Battle Creek Cypress Swamp Sanctuary, supporting its unique wetland ecosystem.
  • A. Battle Creek
    Battle Creek is a mid-sized city in south-central Michigan known historically for its cereal industry and as the headquarters of Kellogg Company.
  • B. Oak Creek
    Oak Creek is a scenic stream in northern Arizona known for flowing through the red rock canyons around Sedona and supporting popular recreation and wildlife habitats.
  • C. Oak Creek
    Oak Creek is a master-planned residential village within the city of Irvine, California, known for its suburban neighborhoods, parks, and community amenities.
  • D. Odiongan
    Odiongan is a coastal municipality on Tablas Island in Romblon province, Philippines, serving as a local commercial and transportation hub in the region.
  • E. Bergland, Michigan
    Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd634ef5608190925663e988e3585b completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be0390c238819089fb54648dfe1e64 completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be0542daf08190b792855c8129ac50 completed March 21, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69be05c1dcd48190a08a5748e86a5ac8 completed March 21, 2026, 2:43 a.m.
Created at: March 20, 2026, 1:15 p.m.