Triple

T9343378
Position Surface form Disambiguated ID Type / Status
Subject Seal Beach, California E224818 entity
Predicate hasLandmark P105 FINISHED
Object Seal Beach National Wildlife Refuge
Seal Beach National Wildlife Refuge is a protected coastal wetland area in Southern California that provides critical habitat for migratory birds and endangered species within the Seal Beach Naval Weapons Station.
 E797720 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: Seal Beach National Wildlife Refuge | Statement: [Seal Beach, California, hasLandmark, Seal Beach National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Seal Beach National Wildlife Refuge
Context triple: [Seal Beach, California, hasLandmark, Seal Beach National Wildlife Refuge]
  • A. Dungeness National Wildlife Refuge
    Dungeness National Wildlife Refuge is a protected coastal area on Washington State’s Olympic Peninsula, renowned for its extensive sand spit, rich birdlife, and critical habitat for marine and shore species.
  • B. San Diego Bay National Wildlife Refuge
    San Diego Bay National Wildlife Refuge is a protected coastal wetland area in Southern California that provides critical habitat for migratory birds and endangered species along the Pacific Flyway.
  • C. Nestuca Bay National Wildlife Refuge
    Nestuca Bay National Wildlife Refuge is a protected coastal habitat in Oregon known for its estuarine wetlands that support migratory birds, salmon, and diverse wildlife.
  • D. Bombay Hook National Wildlife Refuge
    Bombay Hook National Wildlife Refuge is a large coastal wildlife sanctuary in Delaware known for its tidal salt marshes and critical habitat for migratory birds along the Atlantic Flyway.
  • E. Farallon National Wildlife Refuge
    Farallon National Wildlife Refuge is a federally protected group of rocky islands off the coast of San Francisco, California, renowned for its seabird colonies, marine mammals, and rich marine ecosystem.
  • 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: Seal Beach National Wildlife Refuge
Triple: [Seal Beach, California, hasLandmark, Seal Beach National Wildlife Refuge]
Generated description
Seal Beach National Wildlife Refuge is a protected coastal wetland area in Southern California that provides critical habitat for migratory birds and endangered species within the Seal Beach Naval Weapons Station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Seal Beach National Wildlife Refuge
Target entity description: Seal Beach National Wildlife Refuge is a protected coastal wetland area in Southern California that provides critical habitat for migratory birds and endangered species within the Seal Beach Naval Weapons Station.
  • A. Dungeness National Wildlife Refuge
    Dungeness National Wildlife Refuge is a protected coastal area on Washington State’s Olympic Peninsula, renowned for its extensive sand spit, rich birdlife, and critical habitat for marine and shore species.
  • B. San Diego Bay National Wildlife Refuge
    San Diego Bay National Wildlife Refuge is a protected coastal wetland area in Southern California that provides critical habitat for migratory birds and endangered species along the Pacific Flyway.
  • C. Nestuca Bay National Wildlife Refuge
    Nestuca Bay National Wildlife Refuge is a protected coastal habitat in Oregon known for its estuarine wetlands that support migratory birds, salmon, and diverse wildlife.
  • D. Bombay Hook National Wildlife Refuge
    Bombay Hook National Wildlife Refuge is a large coastal wildlife sanctuary in Delaware known for its tidal salt marshes and critical habitat for migratory birds along the Atlantic Flyway.
  • E. Farallon National Wildlife Refuge
    Farallon National Wildlife Refuge is a federally protected group of rocky islands off the coast of San Francisco, California, renowned for its seabird colonies, marine mammals, and rich marine ecosystem.
  • 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_69ca842993248190a79ab06968994b86 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4bb244e88190b269e0bc997f066a completed April 1, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1078635648190ac908fd6bd7228b0 completed April 4, 2026, 12:43 p.m.
NEDg Description generation batch_69d1087d01b08190aa4d17241244c26c completed April 4, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_69d1090215308190beda7c0115020f5b completed April 4, 2026, 12:50 p.m.
Created at: March 30, 2026, 7:40 p.m.