Triple

T18198057
Position Surface form Disambiguated ID Type / Status
Subject Mari Blanchard E435711 entity
Predicate placeOfBirth P1 FINISHED
Object Long Beach, California, United States
Long Beach is a major coastal city in Southern California known for its busy port, waterfront attractions, and diverse urban community within the Greater Los Angeles area.
E5431 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: Long Beach, California, United States | Statement: [Mari Blanchard, placeOfBirth, Long Beach, California, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Long Beach, California, United States
Context triple: [Mari Blanchard, placeOfBirth, Long Beach, California, United States]
  • A. Long Beach
    Long Beach is a renowned stretch of sandy coastline near Tofino on Vancouver Island, famous for its surfing, storm watching, and scenic Pacific Rim National Park setting.
  • B. Long Beach
    Long Beach is a small coastal city in southern Mississippi known for its white-sand beaches, proximity to the Gulf of Mexico, and relaxed residential character.
  • C. Long Beach
    Long Beach is a popular oceanfront city and barrier island community on the south shore of Long Island in New York, known for its sandy beaches and boardwalk.
  • D. Long Beach
    Long Beach is a popular, scenic stretch of sandy shoreline on Vietnam’s Phu Quoc Island, known for its sunsets, resorts, and calm tropical waters.
  • E. Long Beach
    Long Beach is a popular coastal beach area in Puerto Plata, Dominican Republic, known for its sandy shoreline and seaside recreation.
  • 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: Long Beach, California, United States
Triple: [Mari Blanchard, placeOfBirth, Long Beach, California, United States]
Generated description
Long Beach is a major coastal city in Southern California known for its busy port, waterfront attractions, and diverse urban community within the Greater Los Angeles area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Long Beach, California, United States
Target entity description: Long Beach is a major coastal city in Southern California known for its busy port, waterfront attractions, and diverse urban community within the Greater Los Angeles area.
  • A. Long Beach
    Long Beach is a small coastal city in southern Mississippi known for its white-sand beaches, proximity to the Gulf of Mexico, and relaxed residential character.
  • B. Long Beach
    Long Beach is a popular, scenic stretch of sandy shoreline on Vietnam’s Phu Quoc Island, known for its sunsets, resorts, and calm tropical waters.
  • C. Long Beach
    Long Beach is a popular sandy seaside area in Kuşadası, Turkey, known for its long shoreline, swimming, and water sports.
  • D. Long Beach chosen
    Long Beach is a coastal city in Southern California known for its busy port, waterfront attractions, and diverse urban community within the Los Angeles metropolitan area.
  • E. Long Beach
    Long Beach is a renowned stretch of sandy coastline near Tofino on Vancouver Island, famous for its surfing, storm watching, and scenic Pacific Rim National Park setting.
  • F. None of above.

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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e0d47f1c819082eec59492497797 completed April 19, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f0a24a08190bd45121a606fc927 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a03a05e5dc08190ad9206f838b65c01 completed May 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_6a03a0ed1a848190a3c3f7e4949872c5 completed May 12, 2026, 9:51 p.m.
Created at: April 10, 2026, 10:31 a.m.