Triple
T14371427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hummingbird |
E356365
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Google core algorithm
The Google core algorithm is the primary search engine system that processes and ranks web pages to deliver the most relevant and high-quality results for user queries.
|
E696645
|
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 core algorithm | Statement: [Hummingbird, relatedTo, Google core algorithm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Google core algorithm Context triple: [Hummingbird, relatedTo, Google core algorithm]
-
A.
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.
-
B.
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.
-
C.
PageRank algorithm
The PageRank algorithm is a link analysis method used by search engines, notably Google, to rank web pages in search results based on their importance within the web’s link structure.
-
D.
Google Search indexing systems
Google Search indexing systems are the complex set of algorithms and infrastructure Google uses to crawl, process, and organize web content so it can be efficiently retrieved and ranked in search results.
-
E.
Search Console
Search Console is a free Google service that helps website owners monitor, maintain, and troubleshoot their site's presence in Google Search results.
- 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 core algorithm Triple: [Hummingbird, relatedTo, Google core algorithm]
Generated description
The Google core algorithm is the primary search engine system that processes and ranks web pages to deliver the most relevant and high-quality results for user queries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Google core algorithm Target entity description: The Google core algorithm is the primary search engine system that processes and ranks web pages to deliver the most relevant and high-quality results for user queries.
-
A.
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.
-
B.
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.
-
C.
PageRank algorithm
The PageRank algorithm is a link analysis method used by search engines, notably Google, to rank web pages in search results based on their importance within the web’s link structure.
-
D.
Google Search indexing systems
chosen
Google Search indexing systems are the complex set of algorithms and infrastructure Google uses to crawl, process, and organize web content so it can be efficiently retrieved and ranked in search results.
-
E.
Search Console
Search Console is a free Google service that helps website owners monitor, maintain, and troubleshoot their site's presence in Google Search results.
- 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_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.