Triple

T22177725
Position Surface form Disambiguated ID Type / Status
Subject PDP Research Group E548090 entity
Predicate hasMember P10 FINISHED
Object Stephen Grossberg — NE NERFINISHED

How this triple was built (3 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: Stephen Grossberg | Statement: [PDP Research Group, hasMember, Stephen Grossberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephen Grossberg
Context triple: [PDP Research Group, hasMember, Stephen Grossberg]
  • A. Terrence Sejnowski
    Terrence Sejnowski is a pioneering computational neuroscientist and machine learning researcher known for foundational contributions to neural networks and learning algorithms.
  • B. John Hopfield
    John Hopfield is an American physicist and neuroscientist best known for introducing the Hopfield network, a pioneering model in neural networks and computational neuroscience.
  • C. Paul Thagard
    Paul Thagard is a Canadian philosopher and cognitive scientist known for his influential work on explanation, coherence, and the philosophy of mind and science.
  • D. Norman E. Thagard
    Norman E. Thagard is an American physician, former U.S. Marine Corps officer, and NASA astronaut who became the first American to fly on a Russian spacecraft.
  • E. David E. Rumelhart
    David E. Rumelhart was a pioneering cognitive psychologist and neural network researcher whose work on parallel distributed processing and backpropagation profoundly shaped modern cognitive science and machine learning.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephen Grossberg
Target entity description: Stephen Grossberg is an American cognitive scientist and neuroscientist renowned for pioneering work in neural networks, adaptive resonance theory, and computational models of perception and learning.
  • A. Terrence Sejnowski
    Terrence Sejnowski is a pioneering computational neuroscientist and machine learning researcher known for foundational contributions to neural networks and learning algorithms.
  • B. John Hopfield
    John Hopfield is an American physicist and neuroscientist best known for introducing the Hopfield network, a pioneering model in neural networks and computational neuroscience.
  • C. Paul Thagard
    Paul Thagard is a Canadian philosopher and cognitive scientist known for his influential work on explanation, coherence, and the philosophy of mind and science.
  • D. Norman E. Thagard
    Norman E. Thagard is an American physician, former U.S. Marine Corps officer, and NASA astronaut who became the first American to fly on a Russian spacecraft.
  • E. David E. Rumelhart
    David E. Rumelhart was a pioneering cognitive psychologist and neural network researcher whose work on parallel distributed processing and backpropagation profoundly shaped modern cognitive science and machine learning.
  • F. None of above. chosen

Provenance (2 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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a6d03488190b29872ff3f436237 completed April 28, 2026, 9:45 p.m.
Created at: April 16, 2026, 8:34 p.m.