Triple

T14442939
Position Surface form Disambiguated ID Type / Status
Subject Gareth Roberts E358130 entity
Predicate notableWork P4 FINISHED
Object Only Human
Only Human is a Doctor Who tie-in novel by Gareth Roberts that features the Ninth Doctor, Rose Tyler, and Captain Jack Harkness in a time-travel adventure involving Neanderthals and modern-day London.
E1099467 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: Only Human | Statement: [Gareth Roberts, notableWork, Only Human]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Only Human
Context triple: [Gareth Roberts, notableWork, Only Human]
  • A. Only Human
    "Only Human" is a catchy, reggae-influenced pop song by the Jonas Brothers from their 2019 comeback album "Happiness Begins."
  • B. Barely Human
    Barely Human is a heavy metal studio album by American thrash band Meliah Rage, known for its aggressive riffs and melodic vocals.
  • C. Song for Someone
    "Song for Someone" is a reflective, melodic rock ballad by U2 from their 2014 album *Songs of Innocence*, noted for its intimate lyrics and atmospheric sound.
  • D. When Doves Cry
    "When Doves Cry" is a 1984 hit single by Prince that became one of his signature songs, noted for its innovative production, lack of bass line, and central role in the film and album "Purple Rain."
  • E. Sort of Human
    Sort of Human is an artwork by British visual artist David Shrigley, reflecting his characteristic dark humor and minimalist, cartoon-like style.
  • 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: Only Human
Triple: [Gareth Roberts, notableWork, Only Human]
Generated description
Only Human is a Doctor Who tie-in novel by Gareth Roberts that features the Ninth Doctor, Rose Tyler, and Captain Jack Harkness in a time-travel adventure involving Neanderthals and modern-day London.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Only Human
Target entity description: Only Human is a Doctor Who tie-in novel by Gareth Roberts that features the Ninth Doctor, Rose Tyler, and Captain Jack Harkness in a time-travel adventure involving Neanderthals and modern-day London.
  • A. Only Human
    "Only Human" is a catchy, reggae-influenced pop song by the Jonas Brothers from their 2019 comeback album "Happiness Begins."
  • B. Barely Human
    Barely Human is a heavy metal studio album by American thrash band Meliah Rage, known for its aggressive riffs and melodic vocals.
  • C. Song for Someone
    "Song for Someone" is a reflective, melodic rock ballad by U2 from their 2014 album *Songs of Innocence*, noted for its intimate lyrics and atmospheric sound.
  • D. When Doves Cry
    "When Doves Cry" is a 1984 hit single by Prince that became one of his signature songs, noted for its innovative production, lack of bass line, and central role in the film and album "Purple Rain."
  • E. Sort of Human
    Sort of Human is an artwork by British visual artist David Shrigley, reflecting his characteristic dark humor and minimalist, cartoon-like style.
  • 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_69d8279402a88190821ffa39ae15bccf completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de915d28ec81909e72124e9dd67bfb completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bdd0f388190870ddd01f66d3e99 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5e188a148190bb166b7d50ad3b46 completed May 8, 2026, 3:52 a.m.
NED2 Entity disambiguation (via description) batch_69fd5ea592cc8190a47a2f6a511c0549 completed May 8, 2026, 3:55 a.m.
Created at: April 10, 2026, 1:18 a.m.