Triple

T21008477
Position Surface form Disambiguated ID Type / Status
Subject James Bolam E517479 entity
Predicate notableWork P4 FINISHED
Object Second Thoughts
Second Thoughts is a British television sitcom, based on a radio series, that follows the humorous ups and downs of a middle-aged couple navigating love, family, and second marriages.
E1461533 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: Second Thoughts | Statement: [James Bolam, notableWork, Second Thoughts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Second Thoughts
Context triple: [James Bolam, notableWork, Second Thoughts]
  • A. On Second Thought
    "On Second Thought" is a country song by Eddie Rabbitt that became one of his later-career hits, showcasing his smooth vocal style and melodic storytelling.
  • B. No Second Thoughts
    "No Second Thoughts" is a song by Tom Petty and the Heartbreakers from their 1978 album *You're Gonna Get It!* known for its reflective lyrics and melodic rock sound.
  • C. It's Just a Thought
    "It's Just a Thought" is a song by the Australian drum and bass group Pendulum, featured on their debut album "Hold Your Colour."
  • D. Think It Over
    "Think It Over" is a 1958 rock and roll song recorded by The Crickets featuring Buddy Holly, known for its catchy melody and influential early rock sound.
  • E. Thinkin' Again
    "Thinkin' Again" is a country song featured on Clint Black's 1993 album *No Time to Kill*.
  • 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: Second Thoughts
Triple: [James Bolam, notableWork, Second Thoughts]
Generated description
Second Thoughts is a British television sitcom, based on a radio series, that follows the humorous ups and downs of a middle-aged couple navigating love, family, and second marriages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Second Thoughts
Target entity description: Second Thoughts is a British television sitcom, based on a radio series, that follows the humorous ups and downs of a middle-aged couple navigating love, family, and second marriages.
  • A. On Second Thought
    "On Second Thought" is a country song by Eddie Rabbitt that became one of his later-career hits, showcasing his smooth vocal style and melodic storytelling.
  • B. No Second Thoughts
    "No Second Thoughts" is a song by Tom Petty and the Heartbreakers from their 1978 album *You're Gonna Get It!* known for its reflective lyrics and melodic rock sound.
  • C. It's Just a Thought
    "It's Just a Thought" is a song by the Australian drum and bass group Pendulum, featured on their debut album "Hold Your Colour."
  • D. Think It Over
    "Think It Over" is a 1958 rock and roll song recorded by The Crickets featuring Buddy Holly, known for its catchy melody and influential early rock sound.
  • E. Thinkin' Again
    "Thinkin' Again" is a country song featured on Clint Black's 1993 album *No Time to Kill*.
  • 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_69e0b50192308190a284fcc89dd23a49 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc3dcb5081909b06d6db10fefba6 completed April 21, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b5e76508190bec3a12c06c18d39 completed May 17, 2026, 3:51 a.m.
NEDg Description generation batch_6a093cefdbec81909905a866b99e6c5b completed May 17, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_6a093d595f44819096effb5bead8713e completed May 17, 2026, 4 a.m.
Created at: April 16, 2026, 1:53 p.m.