Triple

T8156145

Position	Surface form	Disambiguated ID	Type / Status
Subject	Page Eight	`E190453`	entity
Predicate	follows	`P134`	FINISHED
Object	MI5 analyst Johnny Worricker MI5 analyst Johnny Worricker is the seasoned, quietly principled British intelligence officer at the center of David Hare’s political thriller trilogy, beginning with the film "Page Eight."	`E717047`	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: MI5 analyst Johnny Worricker | Statement: [Page Eight, follows, MI5 analyst Johnny Worricker]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: MI5 analyst Johnny Worricker
Context triple: [Page Eight, follows, MI5 analyst Johnny Worricker]

A. David Hunt (intelligence officer)
David Hunt is a former British intelligence officer known for his senior roles within MI6 and his involvement in various high-profile espionage operations.
B. John Bond (police officer)
John Bond is a British forensic scientist and police officer known for pioneering techniques to recover fingerprints from spent bullet casings and other challenging surfaces.
C. Detective Sergeant David Gabriel
Detective Sergeant David Gabriel is a fictional police detective from the TV series "The Closer," known as a loyal and principled member of Deputy Chief Brenda Leigh Johnson’s Major Crimes squad.
D. Head of MI6
The Head of MI6 is the chief of the United Kingdom’s Secret Intelligence Service, responsible for overseeing the country’s foreign intelligence operations and espionage activities.
E. Sam Coulson
Sam Coulson is an English rock guitarist best known for joining the progressive rock band Asia in the 2010s.
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: MI5 analyst Johnny Worricker
Triple: [Page Eight, follows, MI5 analyst Johnny Worricker]

Generated description

MI5 analyst Johnny Worricker is the seasoned, quietly principled British intelligence officer at the center of David Hare’s political thriller trilogy, beginning with the film "Page Eight."

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: MI5 analyst Johnny Worricker
Target entity description: MI5 analyst Johnny Worricker is the seasoned, quietly principled British intelligence officer at the center of David Hare’s political thriller trilogy, beginning with the film "Page Eight."

A. David Hunt (intelligence officer)
David Hunt is a former British intelligence officer known for his senior roles within MI6 and his involvement in various high-profile espionage operations.
B. John Bond (police officer)
John Bond is a British forensic scientist and police officer known for pioneering techniques to recover fingerprints from spent bullet casings and other challenging surfaces.
C. Detective Sergeant David Gabriel
Detective Sergeant David Gabriel is a fictional police detective from the TV series "The Closer," known as a loyal and principled member of Deputy Chief Brenda Leigh Johnson’s Major Crimes squad.
D. Head of MI6
The Head of MI6 is the chief of the United Kingdom’s Secret Intelligence Service, responsible for overseeing the country’s foreign intelligence operations and espionage activities.
E. Sam Coulson
Sam Coulson is an English rock guitarist best known for joining the progressive rock band Asia in the 2010s.
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_69ca82bfeb6481909d07b91b5cf69f59`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb44d8a37481909397b5cc321b94be`	completed	March 31, 2026, 3:51 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ccbf18c30c8190bdd98c4f0c2d28ea`	completed	April 1, 2026, 6:45 a.m.
NEDg	Description generation	`batch_69ccc37113108190901b02fae92764cf`	completed	April 1, 2026, 7:04 a.m.
NED2	Entity disambiguation (via description)	`batch_69ccd81bebf8819081b3c4efa5a9ef93`	completed	April 1, 2026, 8:32 a.m.

Created at: March 30, 2026, 5:37 p.m.