Triple

T3426955
Position Surface form Disambiguated ID Type / Status
Subject Google Search E72248 entity
Predicate usesAlgorithm P89 FINISHED
Object Hummingbird
Hummingbird is the Google search algorithm update introduced to better understand user intent and the meaning of entire queries rather than just matching individual keywords.
 E356365 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: Hummingbird | Statement: [Google Search, usesAlgorithm, Hummingbird]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hummingbird
Context triple: [Google Search, usesAlgorithm, Hummingbird]
  • A. Humming Bird
    The Humming Bird was a prominent mid-20th-century Louisville and Nashville Railroad passenger train that provided streamlined service through the American South.
  • B. Sunbird
    Sunbird is the athletic mascot representing Fresno Pacific University’s sports teams.
  • C. Mimus
    Mimus is a genus of birds in the mockingbird family, best known for species like the Northern Mockingbird that are renowned for their complex and varied vocal mimicry.
  • D. Pájara
    Pájara is a coastal municipality on the southwestern part of Fuerteventura in Spain’s Canary Islands, known for its extensive beaches and tourist resorts such as Costa Calma and Morro Jable.
  • E. Red Bird
    Red Bird was a Ho-Chunk (Winnebago) leader who led a notable Native American resistance against U.S. expansion in the early 19th century.
  • 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: Hummingbird
Triple: [Google Search, usesAlgorithm, Hummingbird]
Generated description
Hummingbird is the Google search algorithm update introduced to better understand user intent and the meaning of entire queries rather than just matching individual keywords.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hummingbird
Target entity description: Hummingbird is the Google search algorithm update introduced to better understand user intent and the meaning of entire queries rather than just matching individual keywords.
  • A. Humming Bird
    The Humming Bird was a prominent mid-20th-century Louisville and Nashville Railroad passenger train that provided streamlined service through the American South.
  • B. Sunbird
    Sunbird is the athletic mascot representing Fresno Pacific University’s sports teams.
  • C. Mimus
    Mimus is a genus of birds in the mockingbird family, best known for species like the Northern Mockingbird that are renowned for their complex and varied vocal mimicry.
  • D. Pájara
    Pájara is a coastal municipality on the southwestern part of Fuerteventura in Spain’s Canary Islands, known for its extensive beaches and tourist resorts such as Costa Calma and Morro Jable.
  • E. Red Bird
    Red Bird was a Ho-Chunk (Winnebago) leader who led a notable Native American resistance against U.S. expansion in the early 19th century.
  • 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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb982792c8190b1163eee4252210f completed March 8, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69b35478448481908e1c0f717d99f992 completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b35546dfa0819081800009fbe8afe3 completed March 13, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69b355cecc4c81908ecb5f83e89b4a00 completed March 13, 2026, 12:09 a.m.
Created at: March 8, 2026, 3:15 p.m.