Triple

T18077912
Position Surface form Disambiguated ID Type / Status
Subject Nick Hurran E432605 entity
Predicate directed P7373 FINISHED
Object Walk Away and I Stumble
Walk Away and I Stumble is a British television drama film known for its emotional storyline about love, loss, and second chances.
 E1303478 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: Walk Away and I Stumble | Statement: [Nick Hurran, directed, Walk Away and I Stumble]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walk Away and I Stumble
Context triple: [Nick Hurran, directed, Walk Away and I Stumble]
  • A. Walking Away
    "Walking Away" is a synthpop song by the American electronic music band Information Society, known for its catchy melody and heavy use of sampled dialogue.
  • B. Walk Away
    "Walk Away" is a pop-rock song by Kelly Clarkson from her second studio album, Breakaway, known for its empowering lyrics about leaving a toxic relationship.
  • C. Walk Away
    "Walk Away" is a song by American punk rock band Green Day from their 2012 album ¡Tré!.
  • D. Walk Away
    "Walk Away" is a song with lyrics by acclaimed British songwriter and lyricist Don Black.
  • E. Walk Away
    "Walk Away" is a song featured on the album "Life on Earth."
  • 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: Walk Away and I Stumble
Triple: [Nick Hurran, directed, Walk Away and I Stumble]
Generated description
Walk Away and I Stumble is a British television drama film known for its emotional storyline about love, loss, and second chances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walk Away and I Stumble
Target entity description: Walk Away and I Stumble is a British television drama film known for its emotional storyline about love, loss, and second chances.
  • A. Walking Away
    "Walking Away" is a synthpop song by the American electronic music band Information Society, known for its catchy melody and heavy use of sampled dialogue.
  • B. Walk Away
    "Walk Away" is a pop-rock song by Kelly Clarkson from her second studio album, Breakaway, known for its empowering lyrics about leaving a toxic relationship.
  • C. Walk Away
    "Walk Away" is a song by American punk rock band Green Day from their 2012 album ¡Tré!.
  • D. Walk Away
    "Walk Away" is a song written and performed by American singer-songwriter and producer Linda Perry.
  • E. Walk Away
    "Walk Away" is a soulful, acoustic-driven ballad by American singer-songwriter Ben Harper, known for its emotional lyrics and intimate, stripped-down sound.
  • 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_69d8b9070cac81909fa9473fb1c3f1c7 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4d9f6a85481909894c39c8be98d5d completed April 19, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03567c2ad4819093ae01a4faff71a4 completed May 12, 2026, 4:34 p.m.
NEDg Description generation batch_6a035755e4008190ac7bb3a958ff3776 completed May 12, 2026, 4:37 p.m.
NED2 Entity disambiguation (via description) batch_6a0357ce74088190a6a343cb0c76dce4 completed May 12, 2026, 4:39 p.m.
Created at: April 10, 2026, 10:26 a.m.