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.