Triple

T5557031
Position Surface form Disambiguated ID Type / Status
Subject The Empress of Blandings E145668 entity
Predicate appearsInWork P795 FINISHED
Object “Heavy Weather”
“Heavy Weather” is a comic novel by P. G. Wodehouse set at Blandings Castle, featuring Lord Emsworth, his prize pig, and a tangle of romantic and criminal misadventures.
E531990 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: “Heavy Weather” | Statement: [The Empress of Blandings, appearsInWork, “Heavy Weather”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Heavy Weather”
Context triple: [The Empress of Blandings, appearsInWork, “Heavy Weather”]
  • A. Fools' Parade
    Fools' Parade is a 1971 crime drama film, based on a Davis Grubb novel, about three ex-convicts facing corruption and violence when they try to collect their prison savings in a small West Virginia town.
  • B. A Couple of Swells
    "A Couple of Swells" is a comic musical duet famously performed by Judy Garland and Fred Astaire in the 1948 film musical *Easter Parade*.
  • C. The Weather Man
    The Weather Man is a 2005 dark comedy-drama film starring Nicolas Cage as a troubled Chicago TV weatherman struggling with family and personal crises.
  • D. Windy Corner
    Windy Corner is a notoriously exposed and windy section on Denali’s West Buttress climbing route, known for harsh weather and challenging conditions for mountaineers.
  • E. الدهناء
    الدهناء هي صحراء رملية طويلة وضيقة في وسط شبه الجزيرة العربية تُعد من أبرز الصحارى السعودية التي تربط بين صحراء النفود الكبير والربع الخالي.
  • 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: “Heavy Weather”
Triple: [The Empress of Blandings, appearsInWork, “Heavy Weather”]
Generated description
“Heavy Weather” is a comic novel by P. G. Wodehouse set at Blandings Castle, featuring Lord Emsworth, his prize pig, and a tangle of romantic and criminal misadventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Heavy Weather”
Target entity description: “Heavy Weather” is a comic novel by P. G. Wodehouse set at Blandings Castle, featuring Lord Emsworth, his prize pig, and a tangle of romantic and criminal misadventures.
  • A. Fools' Parade
    Fools' Parade is a 1971 crime drama film, based on a Davis Grubb novel, about three ex-convicts facing corruption and violence when they try to collect their prison savings in a small West Virginia town.
  • B. A Couple of Swells
    "A Couple of Swells" is a comic musical duet famously performed by Judy Garland and Fred Astaire in the 1948 film musical *Easter Parade*.
  • C. The Weather Man
    The Weather Man is a 2005 dark comedy-drama film starring Nicolas Cage as a troubled Chicago TV weatherman struggling with family and personal crises.
  • D. Windy Corner
    Windy Corner is a notoriously exposed and windy section on Denali’s West Buttress climbing route, known for harsh weather and challenging conditions for mountaineers.
  • E. الدهناء
    الدهناء هي صحراء رملية طويلة وضيقة في وسط شبه الجزيرة العربية تُعد من أبرز الصحارى السعودية التي تربط بين صحراء النفود الكبير والربع الخالي.
  • 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_69c008fcaf788190bafa02a1917ee73b completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01ffe12cc81908186f28ace0f4d82 completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0283ebcd081909c86ced90c44266f completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c04441145481909fb7bd26dab129bd completed March 22, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69c044a919ec81909469793af9f837ea completed March 22, 2026, 7:36 p.m.
Created at: March 22, 2026, 3:36 p.m.