Triple

T15546110
Position Surface form Disambiguated ID Type / Status
Subject Lindy Robbins E370612 entity
Predicate hasWrittenSongsFor P44022 FINISHED
Object Human Nature
Human Nature is an Australian pop vocal group best known for their smooth harmonies, Motown covers, and long-running Las Vegas residencies.
E1163006 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: [Lindy Robbins, hasWrittenSongsFor, Human Nature]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Human Nature
Context triple: [Lindy Robbins, hasWrittenSongsFor, Human Nature]
  • 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. 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.
  • D. True Nature
    True Nature is a concept often referring to the fundamental, unchanging essence or reality underlying all appearances and experiences.
  • E. On the Human Race
    On the Human Race is the English title of *Humani Generis*, a 1950 papal encyclical by Pope Pius XII addressing contemporary theological trends, evolution, and the relationship between faith and reason.
  • 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: [Lindy Robbins, hasWrittenSongsFor, Human Nature]
Generated description
Human Nature is an Australian pop vocal group best known for their smooth harmonies, Motown covers, and long-running Las Vegas residencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Human Nature
Target entity description: Human Nature is an Australian pop vocal group best known for their smooth harmonies, Motown covers, and long-running Las Vegas residencies.
  • 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. 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.
  • D. True Nature
    True Nature is a concept often referring to the fundamental, unchanging essence or reality underlying all appearances and experiences.
  • E. On the Human Race
    On the Human Race is the English title of *Humani Generis*, a 1950 papal encyclical by Pope Pius XII addressing contemporary theological trends, evolution, and the relationship between faith and reason.
  • 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_69d85cc521a08190921fb50319dddc34 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a9073948190b6e9cf504aacc7cf completed April 16, 2026, 2:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff455a38188190a593c70be09d6103 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff45dbc9dc8190b3cac64e4a418aa3 completed May 9, 2026, 2:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff464571808190bfe7ef3a33d246f1 completed May 9, 2026, 2:35 p.m.
Created at: April 10, 2026, 4:07 a.m.