Triple

T20653996
Position Surface form Disambiguated ID Type / Status
Subject Stay Gold E507574 entity
Predicate hasTrack P3284 FINISHED
Object Ludlow Expectations
"Ludlow Expectations" is a song by the punk rock band Stay Gold, known for its energetic style and emotionally charged lyrics.
E1443178 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: Ludlow Expectations | Statement: [Stay Gold, hasTrack, Ludlow Expectations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ludlow Expectations
Context triple: [Stay Gold, hasTrack, Ludlow Expectations]
  • A. The Levelling
    The Levelling is a 2016 British drama film directed by Hope Dickson Leach that follows a young woman returning to her family farm after her brother’s death, exploring grief, family tension, and rural hardship.
  • B. Bleak Expectations
    Bleak Expectations is a BBC Radio 4 comedy series that parodies and pastiches Victorian literature, especially the works of Charles Dickens, through absurd and fast-paced storytelling.
  • C. Revolution in the Valley
    Revolution in the Valley is a nonfiction book by Andy Hertzfeld that chronicles the early development of the Apple Macintosh through firsthand anecdotes and stories from the original team.
  • D. Views of Labour and Gold
    Views of Labour and Gold is a work by English poet and philologist William Barnes that reflects his social and economic views on work, value, and society.
  • E. Plea for the West
    Plea for the West is a 19th-century religious and social commentary in which Lyman Beecher warns against perceived moral and religious decline in the American West and advocates for Protestant influence in the region.
  • 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: Ludlow Expectations
Triple: [Stay Gold, hasTrack, Ludlow Expectations]
Generated description
"Ludlow Expectations" is a song by the punk rock band Stay Gold, known for its energetic style and emotionally charged lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ludlow Expectations
Target entity description: "Ludlow Expectations" is a song by the punk rock band Stay Gold, known for its energetic style and emotionally charged lyrics.
  • A. The Levelling
    The Levelling is a 2016 British drama film directed by Hope Dickson Leach that follows a young woman returning to her family farm after her brother’s death, exploring grief, family tension, and rural hardship.
  • B. Bleak Expectations
    Bleak Expectations is a BBC Radio 4 comedy series that parodies and pastiches Victorian literature, especially the works of Charles Dickens, through absurd and fast-paced storytelling.
  • C. Revolution in the Valley
    Revolution in the Valley is a nonfiction book by Andy Hertzfeld that chronicles the early development of the Apple Macintosh through firsthand anecdotes and stories from the original team.
  • D. Views of Labour and Gold
    Views of Labour and Gold is a work by English poet and philologist William Barnes that reflects his social and economic views on work, value, and society.
  • E. Plea for the West
    Plea for the West is a 19th-century religious and social commentary in which Lyman Beecher warns against perceived moral and religious decline in the American West and advocates for Protestant influence in the region.
  • 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_69e0b4bf58c081908e52a4500e03ff83 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b2eb8c7081908e7dd7f7fa375190 completed April 20, 2026, 11:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08c5978a3881908ec69d554791a6ce completed May 16, 2026, 7:29 p.m.
NEDg Description generation batch_6a08c6b3abf881909c9cb0e6ec85b84f completed May 16, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_6a08c778429081909235b628ba07d574 completed May 16, 2026, 7:37 p.m.
Created at: April 16, 2026, 11:43 a.m.