Triple

T14286379
Position Surface form Disambiguated ID Type / Status
Subject Doctor Who series 3 E354185 entity
Predicate includesEpisode P6968 FINISHED
Object Human Nature
"Human Nature" is a critically acclaimed two-part story from the third series of Doctor Who in which the Tenth Doctor hides his Time Lord identity to live as a human schoolteacher in 1913 England, with tragic consequences.
E1090731 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: Human Nature | Statement: [Doctor Who series 3, includesEpisode, Human Nature]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Nature
Context triple: [Doctor Who series 3, includesEpisode, Human Nature]
  • A. Human Nature
    "Human Nature" is a classic pop and R&B ballad by Michael Jackson, renowned for its smooth melody and introspective lyrics about curiosity and emotional vulnerability.
  • B. Human Nature
    Human Nature is a 2001 comedy-drama film directed by Michel Gondry and written by Charlie Kaufman that explores the clash between civilization and primal instincts through a bizarre love triangle involving a woman with excessive body hair and a man raised in the wild.
  • C. True Nature
    True Nature is a concept often referring to the fundamental, unchanging essence or reality underlying all appearances and experiences.
  • D. On the Nature of Man
    On the Nature of Man is a medieval medical and philosophical treatise, traditionally attributed to Qusta ibn Luqa, that explores human physiology, psychology, and the composition of the human body within the framework of Greco-Arabic medicine.
  • E. The Human Kind
    The Human Kind is a 1953 collection of World War II short stories by British author Alexander Baron, drawing on his own combat experiences to depict the lives of ordinary soldiers.
  • 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: Human Nature
Triple: [Doctor Who series 3, includesEpisode, Human Nature]
Generated description
"Human Nature" is a critically acclaimed two-part story from the third series of Doctor Who in which the Tenth Doctor hides his Time Lord identity to live as a human schoolteacher in 1913 England, with tragic consequences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Nature
Target entity description: "Human Nature" is a critically acclaimed two-part story from the third series of Doctor Who in which the Tenth Doctor hides his Time Lord identity to live as a human schoolteacher in 1913 England, with tragic consequences.
  • A. Human Nature
    Human Nature is a 2001 comedy-drama film directed by Michel Gondry and written by Charlie Kaufman that explores the clash between civilization and primal instincts through a bizarre love triangle involving a woman with excessive body hair and a man raised in the wild.
  • B. Human Nature
    "Human Nature" is a classic pop and R&B ballad by Michael Jackson, renowned for its smooth melody and introspective lyrics about curiosity and emotional vulnerability.
  • C. True Nature
    True Nature is a concept often referring to the fundamental, unchanging essence or reality underlying all appearances and experiences.
  • D. On the Nature of Man
    On the Nature of Man is a medieval medical and philosophical treatise, traditionally attributed to Qusta ibn Luqa, that explores human physiology, psychology, and the composition of the human body within the framework of Greco-Arabic medicine.
  • E. The Human Kind
    The Human Kind is a 1953 collection of World War II short stories by British author Alexander Baron, drawing on his own combat experiences to depict the lives of ordinary soldiers.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de697ef40c8190bea37724b28c2e99 completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1c4d988190b595e6a33ef96c28 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3da6f0648190876dd86dd51e72cc completed May 8, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e30868481908b55b368ab45c7fb completed May 8, 2026, 1:36 a.m.
Created at: April 10, 2026, 1:11 a.m.