Triple

T3965369
Position Surface form Disambiguated ID Type / Status
Subject Flesh and Stone E92204 entity
Predicate partOfSeries P1761 FINISHED
Object Doctor Who series 5
Doctor Who series 5 is the 2010 season that introduced Matt Smith as the Eleventh Doctor and Karen Gillan as companion Amy Pond, marking a new era under showrunner Steven Moffat.
 E402737 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 series 5 | Statement: [Flesh and Stone, partOfSeries, Doctor Who series 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doctor Who series 5
Context triple: [Flesh and Stone, partOfSeries, Doctor Who series 5]
  • A. Doctor Who season 5
    Doctor Who season 5 is a classic 1967–1968 run of the British science fiction series featuring the Second Doctor, known for its "base under siege" stories and the introduction of iconic monsters like the Ice Warriors.
  • B. Doctor Who series 7
    Doctor Who series 7 is the 2012–2013 season of the long-running British science fiction television show, featuring the Eleventh Doctor and marking the build-up to the programme’s 50th anniversary.
  • C. Doctor Who series 8
    Doctor Who series 8 is the 2014 season of the long-running British science fiction television show, featuring Peter Capaldi’s debut as the Twelfth Doctor and introducing major new story arcs and characters.
  • D. Doctor Who series 3
    Doctor Who series 3 is the 2007 run of the revived British sci‑fi show, featuring the Tenth Doctor, companion Martha Jones, and major story arcs involving the Master and the mysterious "Mr Saxon."
  • E. Doctor Who: Bad Wolf
    "Doctor Who: Bad Wolf" is a 2005 episode of the revived British science fiction series Doctor Who in which the Ninth Doctor, Rose, and Captain Jack find themselves trapped in deadly futuristic game shows orchestrated by a mysterious force.
  • 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 series 5
Triple: [Flesh and Stone, partOfSeries, Doctor Who series 5]
Generated description
Doctor Who series 5 is the 2010 season that introduced Matt Smith as the Eleventh Doctor and Karen Gillan as companion Amy Pond, marking a new era under showrunner Steven Moffat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doctor Who series 5
Target entity description: Doctor Who series 5 is the 2010 season that introduced Matt Smith as the Eleventh Doctor and Karen Gillan as companion Amy Pond, marking a new era under showrunner Steven Moffat.
  • A. Doctor Who season 5
    Doctor Who season 5 is a classic 1967–1968 run of the British science fiction series featuring the Second Doctor, known for its "base under siege" stories and the introduction of iconic monsters like the Ice Warriors.
  • B. Doctor Who series 7
    Doctor Who series 7 is the 2012–2013 season of the long-running British science fiction television show, featuring the Eleventh Doctor and marking the build-up to the programme’s 50th anniversary.
  • C. Doctor Who series 8
    Doctor Who series 8 is the 2014 season of the long-running British science fiction television show, featuring Peter Capaldi’s debut as the Twelfth Doctor and introducing major new story arcs and characters.
  • D. Doctor Who series 3
    Doctor Who series 3 is the 2007 run of the revived British sci‑fi show, featuring the Tenth Doctor, companion Martha Jones, and major story arcs involving the Master and the mysterious "Mr Saxon."
  • E. Doctor Who: Bad Wolf
    "Doctor Who: Bad Wolf" is a 2005 episode of the revived British science fiction series Doctor Who in which the Ninth Doctor, Rose, and Captain Jack find themselves trapped in deadly futuristic game shows orchestrated by a mysterious force.
  • 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_69aed96624188190ac8c45bb57ab72b5 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef97520588190922e56201fc3ca52 completed March 9, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533be4a688190a7d011ae2858e6ed completed March 14, 2026, 10:09 a.m.
NEDg Description generation batch_69b537cc86e88190bae10e740d8c3ec7 completed March 14, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69b538595d2481908812ab03cdb94659 completed March 14, 2026, 10:28 a.m.
Created at: March 9, 2026, 3:31 p.m.