Triple

T18008656
Position Surface form Disambiguated ID Type / Status
Subject HotBot E430819 entity
Predicate developer P73 FINISHED
Object Inktomi
Inktomi was an early internet software and search engine company known for providing search technology to major web portals in the late 1990s and early 2000s.
E1301232 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: Inktomi | Statement: [HotBot, developer, Inktomi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inktomi
Context triple: [HotBot, developer, Inktomi]
  • A. Sostrata
    Sostrata is a character in Niccolò Machiavelli’s comedic play "The Mandrake," depicted as the mother of Lucrezia and a figure entangled in the play’s schemes surrounding fertility and deception.
  • B. Kodak Alaris
    Kodak Alaris is a company that focuses on imaging and photographic products and services, including film, photo printing, and document management solutions, formed from the former consumer imaging assets of Eastman Kodak.
  • C. Efficeon
    Efficeon is a family of low-power, x86-compatible microprocessors developed by Transmeta as the successor to its Crusoe line, aimed primarily at mobile and embedded computing devices.
  • D. Intertrust Technologies
    Intertrust Technologies is a company known for its digital rights management and trusted computing technologies, providing security and rights-enabling solutions for digital content and data.
  • E. Roland Systems Group
    Roland Systems Group is a professional audio and video equipment division of Roland Corporation, specializing in live production, mixing, and recording solutions.
  • 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: Inktomi
Triple: [HotBot, developer, Inktomi]
Generated description
Inktomi was an early internet software and search engine company known for providing search technology to major web portals in the late 1990s and early 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inktomi
Target entity description: Inktomi was an early internet software and search engine company known for providing search technology to major web portals in the late 1990s and early 2000s.
  • A. Sostrata
    Sostrata is a character in Niccolò Machiavelli’s comedic play "The Mandrake," depicted as the mother of Lucrezia and a figure entangled in the play’s schemes surrounding fertility and deception.
  • B. Kodak Alaris
    Kodak Alaris is a company that focuses on imaging and photographic products and services, including film, photo printing, and document management solutions, formed from the former consumer imaging assets of Eastman Kodak.
  • C. Efficeon
    Efficeon is a family of low-power, x86-compatible microprocessors developed by Transmeta as the successor to its Crusoe line, aimed primarily at mobile and embedded computing devices.
  • D. Intertrust Technologies
    Intertrust Technologies is a company known for its digital rights management and trusted computing technologies, providing security and rights-enabling solutions for digital content and data.
  • E. Roland Systems Group
    Roland Systems Group is a professional audio and video equipment division of Roland Corporation, specializing in live production, mixing, and recording solutions.
  • 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b51e13788190bebbbdd7340e0982 completed April 19, 2026, 10:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03431f56448190b4cbccc2c2be6242 completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a0344a644788190b4ac1f7ffc80d562 completed May 12, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_6a034517f4148190864d916f4d1ef5ba completed May 12, 2026, 3:19 p.m.
Created at: April 10, 2026, 10:24 a.m.