Triple

T8750905
Position Surface form Disambiguated ID Type / Status
Subject Central Iowa E207951 entity
Predicate hasAttraction P105 FINISHED
Object Neal Smith National Wildlife Refuge
Neal Smith National Wildlife Refuge is a protected area in Iowa dedicated to restoring tallgrass prairie and oak savanna ecosystems while providing wildlife habitat and public education.
 E755240 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: Neal Smith National Wildlife Refuge | Statement: [Central Iowa, hasAttraction, Neal Smith National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neal Smith National Wildlife Refuge
Context triple: [Central Iowa, hasAttraction, Neal Smith National Wildlife Refuge]
  • A. Ninigret National Wildlife Refuge
    Ninigret National Wildlife Refuge is a protected coastal habitat in southern Rhode Island known for its salt ponds, migratory bird populations, and opportunities for wildlife observation and recreation.
  • B. Wheeler National Wildlife Refuge
    Wheeler National Wildlife Refuge is a major wildlife sanctuary in northern Alabama known for its wetlands that provide critical habitat for migratory birds, especially wintering waterfowl and sandhill cranes.
  • C. Elizabeth A. Morton National Wildlife Refuge
    Elizabeth A. Morton National Wildlife Refuge is a protected coastal habitat on Long Island known for its diverse birdlife, sandy beaches, and opportunities for wildlife observation and nature walks.
  • D. Columbia National Wildlife Refuge
    Columbia National Wildlife Refuge is a protected area in central Washington known for its diverse wetlands, basalt cliffs, and rich birdlife that provide important habitat for migratory waterfowl and other wildlife.
  • E. Stillwater National Wildlife Refuge
    Stillwater National Wildlife Refuge is a protected wetland complex in Nevada renowned as a vital stopover for migratory birds along the Pacific Flyway.
  • 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: Neal Smith National Wildlife Refuge
Triple: [Central Iowa, hasAttraction, Neal Smith National Wildlife Refuge]
Generated description
Neal Smith National Wildlife Refuge is a protected area in Iowa dedicated to restoring tallgrass prairie and oak savanna ecosystems while providing wildlife habitat and public education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neal Smith National Wildlife Refuge
Target entity description: Neal Smith National Wildlife Refuge is a protected area in Iowa dedicated to restoring tallgrass prairie and oak savanna ecosystems while providing wildlife habitat and public education.
  • A. Ninigret National Wildlife Refuge
    Ninigret National Wildlife Refuge is a protected coastal habitat in southern Rhode Island known for its salt ponds, migratory bird populations, and opportunities for wildlife observation and recreation.
  • B. Wheeler National Wildlife Refuge
    Wheeler National Wildlife Refuge is a major wildlife sanctuary in northern Alabama known for its wetlands that provide critical habitat for migratory birds, especially wintering waterfowl and sandhill cranes.
  • C. Elizabeth A. Morton National Wildlife Refuge
    Elizabeth A. Morton National Wildlife Refuge is a protected coastal habitat on Long Island known for its diverse birdlife, sandy beaches, and opportunities for wildlife observation and nature walks.
  • D. Columbia National Wildlife Refuge
    Columbia National Wildlife Refuge is a protected area in central Washington known for its diverse wetlands, basalt cliffs, and rich birdlife that provide important habitat for migratory waterfowl and other wildlife.
  • E. Stillwater National Wildlife Refuge
    Stillwater National Wildlife Refuge is a protected wetland complex in Nevada renowned as a vital stopover for migratory birds along the Pacific Flyway.
  • 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_69ca835bb2bc819084bb5906cb6ef7f8 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5da774f4819099e5bfd12973d946 completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf431db5a88190a579b43370a8e887 completed April 3, 2026, 4:33 a.m.
NEDg Description generation batch_69cf45ff020c81909bfe20de50d3661a completed April 3, 2026, 4:45 a.m.
NED2 Entity disambiguation (via description) batch_69cf46ab85088190b12e6eb969f2c65b completed April 3, 2026, 4:48 a.m.
Created at: March 30, 2026, 6:39 p.m.