Triple

T22177723
Position Surface form Disambiguated ID Type / Status
Subject PDP Research Group E548090 entity
Predicate hasMember P10 FINISHED
Object Alan M. Collins
Alan M. Collins is a cognitive psychologist and researcher known for his influential work on human memory, semantic networks, and knowledge representation.
E1561330 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: Alan M. Collins | Statement: [PDP Research Group, hasMember, Alan M. Collins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alan M. Collins
Context triple: [PDP Research Group, hasMember, Alan M. Collins]
  • A. Robert L. Collins
    Robert L. Collins was an American film and television director and writer known for his work on notable TV movies and series in the mid-to-late 20th century.
  • B. David M. Abshire
    David M. Abshire was an American diplomat, public servant, and foreign policy expert best known as a co-founder of the Center for Strategic and International Studies and for his roles in U.S. national security and international affairs.
  • C. Stephen G. Hill
    Stephen G. Hill is an American television executive best known for his influential programming and leadership roles at BET, where he helped shape the network’s music and entertainment content.
  • D. Jack R. Lousma
    Jack R. Lousma is a former NASA astronaut and U.S. Marine Corps officer best known for serving as pilot on the Skylab 3 space station mission and later commanding the Space Shuttle Columbia on STS-3.
  • E. Donald J. Hughes
    Donald J. Hughes was an American nuclear physicist known for his work on neutron physics and his contributions to early atomic energy policy and research.
  • 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: Alan M. Collins
Triple: [PDP Research Group, hasMember, Alan M. Collins]
Generated description
Alan M. Collins is a cognitive psychologist and researcher known for his influential work on human memory, semantic networks, and knowledge representation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alan M. Collins
Target entity description: Alan M. Collins is a cognitive psychologist and researcher known for his influential work on human memory, semantic networks, and knowledge representation.
  • A. Robert L. Collins
    Robert L. Collins was an American film and television director and writer known for his work on notable TV movies and series in the mid-to-late 20th century.
  • B. David M. Abshire
    David M. Abshire was an American diplomat, public servant, and foreign policy expert best known as a co-founder of the Center for Strategic and International Studies and for his roles in U.S. national security and international affairs.
  • C. Stephen G. Hill
    Stephen G. Hill is an American television executive best known for his influential programming and leadership roles at BET, where he helped shape the network’s music and entertainment content.
  • D. Jack R. Lousma
    Jack R. Lousma is a former NASA astronaut and U.S. Marine Corps officer best known for serving as pilot on the Skylab 3 space station mission and later commanding the Space Shuttle Columbia on STS-3.
  • E. Donald J. Hughes
    Donald J. Hughes was an American nuclear physicist known for his work on neutron physics and his contributions to early atomic energy policy and research.
  • 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_6a0bc22afa788190a93dc2beeeeedcc3 completed May 19, 2026, 1:51 a.m.
NEDg Description generation batch_6a0bc31b94f481909c437296742cfed8 completed May 19, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_6a0bc38cf34c8190aaca05bbf32d28de completed May 19, 2026, 1:57 a.m.
Created at: April 16, 2026, 8:34 p.m.