Triple

T14371424
Position Surface form Disambiguated ID Type / Status
Subject Hummingbird E356365 entity
Predicate relatedTo P37 FINISHED
Object Google Panda
Google Panda is a major search algorithm update by Google designed to reduce the rankings of low-quality or thin-content websites and improve overall search result quality.
 E1095353 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: Google Panda | Statement: [Hummingbird, relatedTo, Google Panda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Google Panda
Context triple: [Hummingbird, relatedTo, Google Panda]
  • A. Google Webmaster Central Blog
    The Google Webmaster Central Blog is an official Google resource that provides updates, best practices, and technical guidance for website owners and SEO professionals on how to optimize their sites for Google Search.
  • B. RankBrain
    RankBrain is a machine-learning-based component of Google's search engine that helps interpret and process search queries to deliver more relevant results.
  • C. Goole
    Goole is an inland port town in the East Riding of Yorkshire, England, known for its significant docks and role in regional maritime trade.
  • D. Google
    Google is a multinational technology company best known for its search engine and wide range of internet-related products and services, including Android, YouTube, and cloud computing.
  • E. OGLE
    OGLE (Optical Gravitational Lensing Experiment) is a long-term astronomical survey focused on detecting dark matter, exoplanets, and variable stars through gravitational microlensing and photometric monitoring.
  • 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: Google Panda
Triple: [Hummingbird, relatedTo, Google Panda]
Generated description
Google Panda is a major search algorithm update by Google designed to reduce the rankings of low-quality or thin-content websites and improve overall search result quality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Google Panda
Target entity description: Google Panda is a major search algorithm update by Google designed to reduce the rankings of low-quality or thin-content websites and improve overall search result quality.
  • A. Google Webmaster Central Blog
    The Google Webmaster Central Blog is an official Google resource that provides updates, best practices, and technical guidance for website owners and SEO professionals on how to optimize their sites for Google Search.
  • B. RankBrain
    RankBrain is a machine-learning-based component of Google's search engine that helps interpret and process search queries to deliver more relevant results.
  • C. Goole
    Goole is an inland port town in the East Riding of Yorkshire, England, known for its significant docks and role in regional maritime trade.
  • D. Google
    Google is a multinational technology company best known for its search engine and wide range of internet-related products and services, including Android, YouTube, and cloud computing.
  • E. OGLE
    OGLE (Optical Gravitational Lensing Experiment) is a long-term astronomical survey focused on detecting dark matter, exoplanets, and variable stars through gravitational microlensing and photometric monitoring.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8fb2082c8190b42cc5f2bab4f574 completed April 14, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c5363a081909681b54c1d8218dc completed May 8, 2026, 2:37 a.m.
NEDg Description generation batch_69fd4e795948819097c43e30902f1654 completed May 8, 2026, 2:46 a.m.
NED2 Entity disambiguation (via description) batch_69fd4f04d7ec819095b64d4811440166 completed May 8, 2026, 2:48 a.m.
Created at: April 10, 2026, 1:15 a.m.