Triple

T15035712

Position	Surface form	Disambiguated ID	Type / Status
Subject	Titan Comics	`E378472`	entity
Predicate	publishes	`P80`	FINISHED
Object	Doctor Who: The Twelfth Doctor Doctor Who: The Twelfth Doctor is a comic book series following the adventures of the Twelfth incarnation of the Doctor from the long-running British science fiction franchise Doctor Who.	`E1139689`	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: Doctor Who: The Twelfth Doctor | Statement: [Titan Comics, publishes, Doctor Who: The Twelfth Doctor]

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

Target entity: Doctor Who: The Twelfth Doctor
Context triple: [Titan Comics, publishes, Doctor Who: The Twelfth Doctor]

A. Doctor Who: The Eleventh Doctor
Doctor Who: The Eleventh Doctor is a comic book series that follows the adventures of the Eleventh incarnation of the Doctor from the long-running British science fiction franchise Doctor Who.
B. The Time of the Doctor
The Time of the Doctor is a 2013 Doctor Who Christmas special that serves as the Eleventh Doctor’s final episode, resolving long-running story arcs and introducing the Twelfth Doctor.
C. Doctor Who: Twice Upon a Time
Doctor Who: Twice Upon a Time is the 2017 Christmas special of the long-running British sci-fi series Doctor Who, notable for featuring the First and Twelfth Doctors together and serving as Peter Capaldi’s final regular appearance in the role.
D. Doctor Who: Flux
Doctor Who: Flux is the thirteenth series of the long-running British science fiction television show Doctor Who, presented as a single serialized story arc featuring Jodie Whittaker as the Thirteenth Doctor.
E. Doctor Who: Love & Monsters
Doctor Who: Love & Monsters is a 2006 episode of the British science fiction series Doctor Who, notable for its unconventional narrative focusing on a group of ordinary people obsessed with the Doctor and featuring Shirley Henderson in a guest role.
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: Doctor Who: The Twelfth Doctor
Triple: [Titan Comics, publishes, Doctor Who: The Twelfth Doctor]

Generated description

Doctor Who: The Twelfth Doctor is a comic book series following the adventures of the Twelfth incarnation of the Doctor from the long-running British science fiction franchise Doctor Who.

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

Target entity: Doctor Who: The Twelfth Doctor
Target entity description: Doctor Who: The Twelfth Doctor is a comic book series following the adventures of the Twelfth incarnation of the Doctor from the long-running British science fiction franchise Doctor Who.

A. Doctor Who: The Eleventh Doctor
Doctor Who: The Eleventh Doctor is a comic book series that follows the adventures of the Eleventh incarnation of the Doctor from the long-running British science fiction franchise Doctor Who.
B. The Time of the Doctor
The Time of the Doctor is a 2013 Doctor Who Christmas special that serves as the Eleventh Doctor’s final episode, resolving long-running story arcs and introducing the Twelfth Doctor.
C. Doctor Who: Twice Upon a Time
Doctor Who: Twice Upon a Time is the 2017 Christmas special of the long-running British sci-fi series Doctor Who, notable for featuring the First and Twelfth Doctors together and serving as Peter Capaldi’s final regular appearance in the role.
D. Doctor Who: Flux
Doctor Who: Flux is the thirteenth series of the long-running British science fiction television show Doctor Who, presented as a single serialized story arc featuring Jodie Whittaker as the Thirteenth Doctor.
E. Doctor Who: Love & Monsters
Doctor Who: Love & Monsters is a 2006 episode of the British science fiction series Doctor Who, notable for its unconventional narrative focusing on a group of ordinary people obsessed with the Doctor and featuring Shirley Henderson in a guest role.
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_69d85cd46b2c819090d054c27787f677`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69ded82b29948190acda49cbec3f927a`	completed	April 15, 2026, 12:13 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69febfd954548190b3f7c60d95403f3e`	completed	May 9, 2026, 5:02 a.m.
NEDg	Description generation	`batch_69fec13875e48190b31d4485e733fd74`	completed	May 9, 2026, 5:08 a.m.
NED2	Entity disambiguation (via description)	`batch_69fec18ff6288190b2ad86ca94a95be6`	completed	May 9, 2026, 5:09 a.m.

Created at: April 10, 2026, 2:59 a.m.