Triple
T14371425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hummingbird |
E356365
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Google Penguin
Google Penguin is a Google search algorithm update designed to penalize websites that use manipulative link-building and spammy SEO practices, thereby improving the quality of search results.
|
E1096925
|
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 Penguin | Statement: [Hummingbird, relatedTo, Google Penguin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Google Penguin Context triple: [Hummingbird, relatedTo, Google Penguin]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Google Buzz
Google Buzz was a short-lived social networking and microblogging service from Google that integrated with Gmail to let users share updates, links, and media.
- 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 Penguin Triple: [Hummingbird, relatedTo, Google Penguin]
Generated description
Google Penguin is a Google search algorithm update designed to penalize websites that use manipulative link-building and spammy SEO practices, thereby improving the quality of search results.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Google Penguin Target entity description: Google Penguin is a Google search algorithm update designed to penalize websites that use manipulative link-building and spammy SEO practices, thereby improving the quality of search results.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Google Buzz
Google Buzz was a short-lived social networking and microblogging service from Google that integrated with Gmail to let users share updates, links, and media.
- 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_69fd550e677c8190837c3b9ccb64f0cd |
completed | May 8, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69fd5637a46881908f3a4b26cc2159ca |
completed | May 8, 2026, 3:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd56ae779c81908e09866913df3e3e |
completed | May 8, 2026, 3:21 a.m. |
Created at: April 10, 2026, 1:15 a.m.