Triple

T8611782
Position Surface form Disambiguated ID Type / Status
Subject Adafruit Industries E203928 entity
Predicate foundedBy P104 FINISHED
Object Limor Fried
Limor Fried is an American electrical engineer and open-source hardware pioneer best known for founding the DIY electronics company Adafruit Industries.
 E745366 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: Limor Fried | Statement: [Adafruit Industries, foundedBy, Limor Fried]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Limor Fried
Context triple: [Adafruit Industries, foundedBy, Limor Fried]
  • A. Jamie Wellerstein
    Jamie Wellerstein is one of the two central protagonists in the musical "The Last Five Years," a young novelist whose rising career and troubled marriage are explored through a nonlinear narrative.
  • B. Evelyn Wang
    Evelyn Wang is the overwhelmed Chinese American laundromat owner and mother who becomes an unlikely multiverse-hopping hero in the film "Everything Everywhere All at Once."
  • C. Danielle Feinberg
    Danielle Feinberg is an American cinematographer and visual effects artist best known for her lighting and camera work on numerous Pixar animated films.
  • D. Lynn Conway
    Lynn Conway is an American computer scientist, electrical engineer, and transgender activist renowned for her pioneering work in VLSI chip design and contributions to modern microprocessor architecture.
  • E. Joanna Aizenberg
    Joanna Aizenberg is a prominent materials scientist and bioinspired engineer known for pioneering work in biomimetic materials, surface science, and adaptive optical and structural systems.
  • 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: Limor Fried
Triple: [Adafruit Industries, foundedBy, Limor Fried]
Generated description
Limor Fried is an American electrical engineer and open-source hardware pioneer best known for founding the DIY electronics company Adafruit Industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Limor Fried
Target entity description: Limor Fried is an American electrical engineer and open-source hardware pioneer best known for founding the DIY electronics company Adafruit Industries.
  • A. Jamie Wellerstein
    Jamie Wellerstein is one of the two central protagonists in the musical "The Last Five Years," a young novelist whose rising career and troubled marriage are explored through a nonlinear narrative.
  • B. Evelyn Wang
    Evelyn Wang is the overwhelmed Chinese American laundromat owner and mother who becomes an unlikely multiverse-hopping hero in the film "Everything Everywhere All at Once."
  • C. Danielle Feinberg
    Danielle Feinberg is an American cinematographer and visual effects artist best known for her lighting and camera work on numerous Pixar animated films.
  • D. Lynn Conway
    Lynn Conway is an American computer scientist, electrical engineer, and transgender activist renowned for her pioneering work in VLSI chip design and contributions to modern microprocessor architecture.
  • E. Joanna Aizenberg
    Joanna Aizenberg is a prominent materials scientist and bioinspired engineer known for pioneering work in biomimetic materials, surface science, and adaptive optical and structural systems.
  • 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_69ca832c23e4819095a9f3eea4a21828 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46fc31e08190aab5ab8f92f3315c completed March 31, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea91456a88190a7416b0f1a0327d6 completed April 2, 2026, 5:36 p.m.
NEDg Description generation batch_69cea9e685388190a4be9d2135dc02d0 completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaababe2c8190bc47430d33bfdbaa completed April 2, 2026, 5:43 p.m.
Created at: March 30, 2026, 6:25 p.m.