Triple

T8749072
Position Surface form Disambiguated ID Type / Status
Subject Hood E207907 entity
Predicate hasNotableBearer P458 FINISHED
Object Christopher C. Hood (public administration scholar)
Christopher C. Hood is a prominent British scholar of public administration and public management, known especially for his work on New Public Management and government accountability.
 E755355 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: Christopher C. Hood (public administration scholar) | Statement: [Hood, hasNotableBearer, Christopher C. Hood (public administration scholar)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Christopher C. Hood (public administration scholar)
Context triple: [Hood, hasNotableBearer, Christopher C. Hood (public administration scholar)]
  • A. Malcolm Keen
    Malcolm Keen was a British actor known for his work in early 20th-century stage and silent films, including collaborations with director Alfred Hitchcock.
  • B. Alan Birkinshaw
    Alan Birkinshaw is a British film director and producer known for his work in low-budget horror and exploitation cinema from the 1970s and 1980s.
  • C. Vernon Bogdanor
    Vernon Bogdanor is a prominent British constitutional expert and political scientist, known for his extensive writings and commentary on the UK constitution and government.
  • D. Laurence Keen
    Laurence Keen is a British professional golfer known for competing on developmental tours and national circuits.
  • E. Jeff Gitelman
    Jeff Gitelman is a Grammy-nominated guitarist, songwriter, and record producer known for his work with major artists across R&B, pop, and hip-hop.
  • 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: Christopher C. Hood (public administration scholar)
Triple: [Hood, hasNotableBearer, Christopher C. Hood (public administration scholar)]
Generated description
Christopher C. Hood is a prominent British scholar of public administration and public management, known especially for his work on New Public Management and government accountability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Christopher C. Hood (public administration scholar)
Target entity description: Christopher C. Hood is a prominent British scholar of public administration and public management, known especially for his work on New Public Management and government accountability.
  • A. Malcolm Keen
    Malcolm Keen was a British actor known for his work in early 20th-century stage and silent films, including collaborations with director Alfred Hitchcock.
  • B. Alan Birkinshaw
    Alan Birkinshaw is a British film director and producer known for his work in low-budget horror and exploitation cinema from the 1970s and 1980s.
  • C. Vernon Bogdanor
    Vernon Bogdanor is a prominent British constitutional expert and political scientist, known for his extensive writings and commentary on the UK constitution and government.
  • D. Laurence Keen
    Laurence Keen is a British professional golfer known for competing on developmental tours and national circuits.
  • E. Jeff Gitelman
    Jeff Gitelman is a Grammy-nominated guitarist, songwriter, and record producer known for his work with major artists across R&B, pop, and hip-hop.
  • 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_69ca835bb2bc819084bb5906cb6ef7f8 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5da4214881908b6917f847c43cb5 completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf4313630881909b946cb8a2bdf793 completed April 3, 2026, 4:33 a.m.
NEDg Description generation batch_69cf4462da648190a621397fa88dd4bd completed April 3, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf454c4d248190a925b15c23af1a24 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 6:39 p.m.