Triple

T7113635
Position Surface form Disambiguated ID Type / Status
Subject Bezos Expeditions E165762 entity
Predicate notableInvestmentIn P17330 FINISHED
Object MakerBot
MakerBot is a pioneering American 3D printer manufacturer known for popularizing desktop 3D printing for consumers, educators, and professionals.
 E642864 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: MakerBot | Statement: [Bezos Expeditions, notableInvestmentIn, MakerBot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MakerBot
Context triple: [Bezos Expeditions, notableInvestmentIn, MakerBot]
  • A. Prusa ad Olympum
    Prusa ad Olympum was an ancient Greek city in northwestern Asia Minor, situated at the foot of Mount Olympus in the historical region of Bithynia (modern-day Bursa, Turkey).
  • B. SLM Production Group
    SLM Production Group is a film production company best known for its involvement in the 1984 adventure-romance movie "Romancing the Stone."
  • C. Makers
    Makers is a science fiction novel by Cory Doctorow that explores a near-future maker culture, disruptive innovation, and the social and economic upheavals caused by rapid technological change.
  • D. Kurzweil Artis
    Kurzweil Artis is a professional stage piano and performance keyboard known for its high-quality acoustic and electric piano sounds, robust build, and extensive performance features for live musicians.
  • E. Solid Router
    Solid Router is the official client-side routing library for SolidJS applications, providing declarative navigation and route management.
  • 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: MakerBot
Triple: [Bezos Expeditions, notableInvestmentIn, MakerBot]
Generated description
MakerBot is a pioneering American 3D printer manufacturer known for popularizing desktop 3D printing for consumers, educators, and professionals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MakerBot
Target entity description: MakerBot is a pioneering American 3D printer manufacturer known for popularizing desktop 3D printing for consumers, educators, and professionals.
  • A. Prusa ad Olympum
    Prusa ad Olympum was an ancient Greek city in northwestern Asia Minor, situated at the foot of Mount Olympus in the historical region of Bithynia (modern-day Bursa, Turkey).
  • B. SLM Production Group
    SLM Production Group is a film production company best known for its involvement in the 1984 adventure-romance movie "Romancing the Stone."
  • C. Makers
    Makers is a science fiction novel by Cory Doctorow that explores a near-future maker culture, disruptive innovation, and the social and economic upheavals caused by rapid technological change.
  • D. Kurzweil Artis
    Kurzweil Artis is a professional stage piano and performance keyboard known for its high-quality acoustic and electric piano sounds, robust build, and extensive performance features for live musicians.
  • E. Solid Router
    Solid Router is the official client-side routing library for SolidJS applications, providing declarative navigation and route management.
  • 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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e7759a048190815689298befa8d7 completed March 27, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cbc35d48190974e207eb98dcbe3 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d31a9e8819096e6a3040b1852a9 completed March 28, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_69c79dcae54c8190b06e687236373f68 completed March 28, 2026, 9:22 a.m.
Created at: March 27, 2026, 2:43 p.m.