Triple

T18595985
Position Surface form Disambiguated ID Type / Status
Subject Limits to Growth E454493 entity
Predicate followedBy P78 FINISHED
Object Beyond the Limits
Beyond the Limits is a 1992 update to the influential environmental study The Limits to Growth, reassessing global sustainability scenarios with new data and computer modeling.
E1332972 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: Beyond the Limits | Statement: [Limits to Growth, followedBy, Beyond the Limits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beyond the Limits
Context triple: [Limits to Growth, followedBy, Beyond the Limits]
  • A. Beyond the Limits
    Beyond the Limits is an autobiographical adventure book by British explorer Ranulph Fiennes, recounting his extreme expeditions and physical challenges.
  • B. The Limits of Endurance
    "The Limits of Endurance" is an episode of the BBC nature documentary series "The Life of Birds" that explores how birds survive and adapt to extreme environments and challenging conditions.
  • C. Reaching the Impossible
    Reaching the Impossible was the inspirational theme of the 2014 Winter Paralympics closing ceremony, celebrating human resilience, achievement, and the breaking of perceived limits.
  • D. Without Limits
    Without Limits is a 1998 biographical sports drama film about American distance runner Steve Prefontaine, starring Billy Crudup and directed by Robert Towne.
  • E. On the Edge
    "On the Edge" is a work by British science popularizer and broadcaster Adam Hart-Davis, likely exploring scientific or historical topics in his accessible, engaging style.
  • 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: Beyond the Limits
Triple: [Limits to Growth, followedBy, Beyond the Limits]
Generated description
Beyond the Limits is a 1992 update to the influential environmental study The Limits to Growth, reassessing global sustainability scenarios with new data and computer modeling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beyond the Limits
Target entity description: Beyond the Limits is a 1992 update to the influential environmental study The Limits to Growth, reassessing global sustainability scenarios with new data and computer modeling.
  • A. Beyond the Limits
    Beyond the Limits is an autobiographical adventure book by British explorer Ranulph Fiennes, recounting his extreme expeditions and physical challenges.
  • B. The Limits of Endurance
    "The Limits of Endurance" is an episode of the BBC nature documentary series "The Life of Birds" that explores how birds survive and adapt to extreme environments and challenging conditions.
  • C. Reaching the Impossible
    Reaching the Impossible was the inspirational theme of the 2014 Winter Paralympics closing ceremony, celebrating human resilience, achievement, and the breaking of perceived limits.
  • D. Without Limits
    Without Limits is a 1998 biographical sports drama film about American distance runner Steve Prefontaine, starring Billy Crudup and directed by Robert Towne.
  • E. On the Edge
    "On the Edge" is a work by British science popularizer and broadcaster Adam Hart-Davis, likely exploring scientific or historical topics in his accessible, engaging style.
  • 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_69d8d38ae7e081908a98df1251842402 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e545ba3bc881908f5308e09d54e05b completed April 19, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05037eda788190977fcb50aa4d2357 completed May 13, 2026, 11:04 p.m.
NEDg Description generation batch_6a0504cd76388190b67c78250297573d completed May 13, 2026, 11:10 p.m.
NED2 Entity disambiguation (via description) batch_6a0505482c588190952fe07726f64b93 completed May 13, 2026, 11:12 p.m.
Created at: April 10, 2026, 11:44 a.m.