Triple

T22177727
Position Surface form Disambiguated ID Type / Status
Subject PDP Research Group E548090 entity
Predicate hasMember P10 FINISHED
Object David Zipser
David Zipser is a researcher associated with the PDP Research Group, known for work in parallel distributed processing and computational models of cognition.
 E1523312 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: David Zipser | Statement: [PDP Research Group, hasMember, David Zipser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Zipser
Context triple: [PDP Research Group, hasMember, David Zipser]
  • A. Sam Zussman
    Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
  • B. Michael Zinberg
    Michael Zinberg is an American television director, producer, and writer known for his work on numerous popular TV series.
  • C. Jeff Zatkoff
    Jeff Zatkoff is an American former professional ice hockey goaltender who played in the NHL, most notably winning the Stanley Cup with the Pittsburgh Penguins.
  • D. John Zinman
    John Zinman is an American screenwriter and producer known for his work on film and television projects such as the drama film "Gold" (2016).
  • E. John Zinman
    John Zinman is a film and television screenwriter best known for co-writing the action-adventure movie "Lara Croft: Tomb Raider."
  • 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: David Zipser
Triple: [PDP Research Group, hasMember, David Zipser]
Generated description
David Zipser is a researcher associated with the PDP Research Group, known for work in parallel distributed processing and computational models of cognition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Zipser
Target entity description: David Zipser is a researcher associated with the PDP Research Group, known for work in parallel distributed processing and computational models of cognition.
  • A. Sam Zussman
    Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
  • B. Michael Zinberg
    Michael Zinberg is an American television director, producer, and writer known for his work on numerous popular TV series.
  • C. Jeff Zatkoff
    Jeff Zatkoff is an American former professional ice hockey goaltender who played in the NHL, most notably winning the Stanley Cup with the Pittsburgh Penguins.
  • D. John Zinman
    John Zinman is an American screenwriter and producer known for his work on film and television projects such as the drama film "Gold" (2016).
  • E. John Zinman
    John Zinman is a film and television screenwriter best known for co-writing the action-adventure movie "Lara Croft: Tomb Raider."
  • 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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a6d03488190b29872ff3f436237 completed April 28, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ec8ab7c81908eaa85092ce658c1 completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0a9f494f3c8190aee8f2e6dc1af763 completed May 18, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa03a8e0c819089dc48473b5b743c completed May 18, 2026, 5:14 a.m.
Created at: April 16, 2026, 8:34 p.m.