Triple

T15035741
Position Surface form Disambiguated ID Type / Status
Subject Titan Comics E378472 entity
Predicate publishes P80 FINISHED
Object Doctor Who: The Thirteenth Doctor Demons of the Punjab
Doctor Who: The Thirteenth Doctor – Demons of the Punjab is a comic book adventure based on the Thirteenth Doctor era of the long-running British sci-fi series, expanding on the story and themes of the TV episode "Demons of the Punjab."
E1172845 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 Thirteenth Doctor Demons of the Punjab | Statement: [Titan Comics, publishes, Doctor Who: The Thirteenth Doctor Demons of the Punjab]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Doctor Who: The Thirteenth Doctor Demons of the Punjab
Context triple: [Titan Comics, publishes, Doctor Who: The Thirteenth Doctor Demons of the Punjab]
  • A. Doctor Who: The Thirteenth Doctor The Weeping Angels of Mons
    Doctor Who: The Thirteenth Doctor – The Weeping Angels of Mons is a Titan Comics graphic novel adventure featuring the Thirteenth Doctor and her companions facing the terrifying Weeping Angels during World War I.
  • B. Doctor Who: The Thirteenth Doctor Arachnids in the UK
    Doctor Who: The Thirteenth Doctor – Arachnids in the UK is a comic book adventure from Titan Comics featuring the Thirteenth Doctor facing a terrifying outbreak of giant spiders in contemporary Britain.
  • C. Doctor Who: The Thirteenth Doctor
    Doctor Who: The Thirteenth Doctor is a comic book series based on the Thirteenth Doctor from the long-running British science fiction television franchise Doctor Who.
  • D. 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.
  • 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 Thirteenth Doctor Demons of the Punjab
Triple: [Titan Comics, publishes, Doctor Who: The Thirteenth Doctor Demons of the Punjab]
Generated description
Doctor Who: The Thirteenth Doctor – Demons of the Punjab is a comic book adventure based on the Thirteenth Doctor era of the long-running British sci-fi series, expanding on the story and themes of the TV episode "Demons of the Punjab."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Doctor Who: The Thirteenth Doctor Demons of the Punjab
Target entity description: Doctor Who: The Thirteenth Doctor – Demons of the Punjab is a comic book adventure based on the Thirteenth Doctor era of the long-running British sci-fi series, expanding on the story and themes of the TV episode "Demons of the Punjab."
  • A. Doctor Who: The Thirteenth Doctor The Weeping Angels of Mons
    Doctor Who: The Thirteenth Doctor – The Weeping Angels of Mons is a Titan Comics graphic novel adventure featuring the Thirteenth Doctor and her companions facing the terrifying Weeping Angels during World War I.
  • B. Doctor Who: The Thirteenth Doctor Arachnids in the UK
    Doctor Who: The Thirteenth Doctor – Arachnids in the UK is a comic book adventure from Titan Comics featuring the Thirteenth Doctor facing a terrifying outbreak of giant spiders in contemporary Britain.
  • C. Doctor Who: The Thirteenth Doctor
    Doctor Who: The Thirteenth Doctor is a comic book series based on the Thirteenth Doctor from the long-running British science fiction television franchise Doctor Who.
  • D. 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.
  • 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_69ff755bbe608190a9a565218eee7005 completed May 9, 2026, 5:56 p.m.
NEDg Description generation batch_69ff762c0c548190a80392e1e83f68cc completed May 9, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69ff76fbcd188190b431bf277304aeea completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 2:59 a.m.