Triple

T4405018
Position Surface form Disambiguated ID Type / Status
Subject Phillip Rogaway E93708 entity
Predicate hasCollaborator P10645 FINISHED
Object Thomas Shrimpton
Thomas Shrimpton is a cryptographer known for his research in theoretical and applied cryptography, including work on encryption schemes and security definitions.
E486319 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: Thomas Shrimpton | Statement: [Phillip Rogaway, hasCollaborator, Thomas Shrimpton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Shrimpton
Context triple: [Phillip Rogaway, hasCollaborator, Thomas Shrimpton]
  • A. Thomas Shelton
    Thomas Shelton was a 17th-century English stenographer best known for developing and publishing influential shorthand systems.
  • B. Anthony McHenry
    Anthony McHenry is an American professional basketball player best known for his long, successful career in Japan’s B.League, particularly as a key contributor to the Ryukyu Golden Kings.
  • C. Wayne McAllister
    Wayne McAllister was a prominent mid-20th-century American architect best known for his influential roadside and resort designs that helped define the futuristic, car-oriented style later called Googie architecture.
  • D. Greg Stillson
    Greg Stillson is the ambitious, populist politician and primary antagonist in Stephen King’s novel "The Dead Zone," whose rise to power is foreseen to lead to catastrophic consequences.
  • E. Kevin Chapman
    Kevin Chapman is an American actor known for his tough, blue-collar character roles in film and television, including prominent parts in series like "Person of Interest" and "City on a Hill."
  • 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: Thomas Shrimpton
Triple: [Phillip Rogaway, hasCollaborator, Thomas Shrimpton]
Generated description
Thomas Shrimpton is a cryptographer known for his research in theoretical and applied cryptography, including work on encryption schemes and security definitions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Shrimpton
Target entity description: Thomas Shrimpton is a cryptographer known for his research in theoretical and applied cryptography, including work on encryption schemes and security definitions.
  • A. Thomas Shelton
    Thomas Shelton was a 17th-century English stenographer best known for developing and publishing influential shorthand systems.
  • B. Anthony McHenry
    Anthony McHenry is an American professional basketball player best known for his long, successful career in Japan’s B.League, particularly as a key contributor to the Ryukyu Golden Kings.
  • C. Wayne McAllister
    Wayne McAllister was a prominent mid-20th-century American architect best known for his influential roadside and resort designs that helped define the futuristic, car-oriented style later called Googie architecture.
  • D. Greg Stillson
    Greg Stillson is the ambitious, populist politician and primary antagonist in Stephen King’s novel "The Dead Zone," whose rise to power is foreseen to lead to catastrophic consequences.
  • E. Kevin Chapman
    Kevin Chapman is an American actor known for his tough, blue-collar character roles in film and television, including prominent parts in series like "Person of Interest" and "City on a Hill."
  • 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_69b345158c748190a2c040fce2da9980 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b35488d5b8819087370dd77249aefb completed March 13, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69be921df91881909c257fbd3c46073c completed March 21, 2026, 12:42 p.m.
NEDg Description generation batch_69be93efbf548190b2967a41162f2e4e completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be945978a48190821103cdd306075d completed March 21, 2026, 12:51 p.m.
Created at: March 12, 2026, 11:28 p.m.