Triple

T20818250
Position Surface form Disambiguated ID Type / Status
Subject Toby Froud E512502 entity
Predicate notableWork P4 FINISHED
Object Lessons Learned
"Lessons Learned" is a short fantasy film created by puppeteer and filmmaker Toby Froud, known for its handcrafted puppetry and fairy-tale aesthetic reminiscent of classic Jim Henson productions.
 E1452128 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: Lessons Learned | Statement: [Toby Froud, notableWork, Lessons Learned]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lessons Learned
Context triple: [Toby Froud, notableWork, Lessons Learned]
  • A. Lessons Learned
    "Lessons Learned" is a song featured on the album *Some Hearts* by American country-pop singer Carrie Underwood.
  • B. Some Lessons Learned
    "Some Lessons Learned" is a country-pop studio album by American singer and Broadway star Kristin Chenoweth.
  • C. Lesson Learned
    "Lesson Learned" is a soulful R&B song by Alicia Keys from her album "As I Am," reflecting on growth and resilience after heartbreak.
  • D. Lesson Learned
    "Lesson Learned" is a song by American rock band Alice in Chains from their 2009 comeback album *Black Gives Way to Blue*.
  • E. "Five Lessons Learned"
    "Five Lessons Learned" is a high-energy punk rock song by Swingin' Utters, known for its appearance on the Tony Hawk's Pro Skater 2 soundtrack.
  • 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: Lessons Learned
Triple: [Toby Froud, notableWork, Lessons Learned]
Generated description
"Lessons Learned" is a short fantasy film created by puppeteer and filmmaker Toby Froud, known for its handcrafted puppetry and fairy-tale aesthetic reminiscent of classic Jim Henson productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lessons Learned
Target entity description: "Lessons Learned" is a short fantasy film created by puppeteer and filmmaker Toby Froud, known for its handcrafted puppetry and fairy-tale aesthetic reminiscent of classic Jim Henson productions.
  • A. Lessons Learned
    "Lessons Learned" is a song featured on the album *Some Hearts* by American country-pop singer Carrie Underwood.
  • B. Some Lessons Learned
    "Some Lessons Learned" is a country-pop studio album by American singer and Broadway star Kristin Chenoweth.
  • C. Lesson Learned
    "Lesson Learned" is a soulful R&B song by Alicia Keys from her album "As I Am," reflecting on growth and resilience after heartbreak.
  • D. Lesson Learned
    "Lesson Learned" is a song by American rock band Alice in Chains from their 2009 comeback album *Black Gives Way to Blue*.
  • E. "Five Lessons Learned"
    "Five Lessons Learned" is a high-energy punk rock song by Swingin' Utters, known for its appearance on the Tony Hawk's Pro Skater 2 soundtrack.
  • 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_69e0b4cd25088190b48ca9700cd24efc completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2f429388190809dd532278fe310 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090075c4b881908ad6f4c0e7acedb5 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a0901384c448190ad8f754d6cf8bbad completed May 16, 2026, 11:43 p.m.
NED2 Entity disambiguation (via description) batch_6a0901cceb608190badab67cf5609a73 completed May 16, 2026, 11:46 p.m.
Created at: April 16, 2026, 12:41 p.m.