Triple

T16855818
Position Surface form Disambiguated ID Type / Status
Subject Earth Policy Institute E409778 entity
Predicate hasKeyPublication P80 FINISHED
Object Plan B 2.0
Plan B 2.0 is an influential environmental book by Lester R. Brown that outlines a comprehensive global strategy for achieving sustainability and addressing climate change, population growth, and resource depletion.
E1237574 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: Plan B 2.0 | Statement: [Earth Policy Institute, hasKeyPublication, Plan B 2.0]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Plan B 2.0
Context triple: [Earth Policy Institute, hasKeyPublication, Plan B 2.0]
  • A. Plan B
    Plan B is the stage name of British musician, rapper, singer-songwriter, and actor Ben Drew, known for his blend of hip hop, soul, and socially conscious storytelling.
  • B. Plan B
    Plan B is a standardized Medicare Supplement (Medigap) insurance plan that helps cover certain out-of-pocket costs not paid by Original Medicare, such as some copayments and coinsurance.
  • C. Plan B
    Plan B was the successful alternative rescue strategy used to drill a shaft and extract the 33 trapped miners during the 2010 Copiapó mining accident in Chile.
  • D. Plan B
    Plan B is a studio album by American rock band Huey Lewis and the News, released in 2001 and known for its blend of rock, pop, and rhythm and blues.
  • E. Plan B
    Plan B is a Puerto Rican reggaeton duo known for their romantic and explicit urban tracks that helped popularize the genre internationally.
  • 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: Plan B 2.0
Triple: [Earth Policy Institute, hasKeyPublication, Plan B 2.0]
Generated description
Plan B 2.0 is an influential environmental book by Lester R. Brown that outlines a comprehensive global strategy for achieving sustainability and addressing climate change, population growth, and resource depletion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Plan B 2.0
Target entity description: Plan B 2.0 is an influential environmental book by Lester R. Brown that outlines a comprehensive global strategy for achieving sustainability and addressing climate change, population growth, and resource depletion.
  • A. Plan B
    Plan B is a 2021 American coming-of-age comedy film that follows two teenage girls on a chaotic road trip to obtain emergency contraception after a mishap at a party.
  • B. Plan B
    Plan B is the stage name of British musician, rapper, singer-songwriter, and actor Ben Drew, known for his blend of hip hop, soul, and socially conscious storytelling.
  • C. Plan B
    Plan B is a standardized Medicare Supplement (Medigap) insurance plan that helps cover certain out-of-pocket costs not paid by Original Medicare, such as some copayments and coinsurance.
  • D. Plan B
    Plan B was the successful alternative rescue strategy used to drill a shaft and extract the 33 trapped miners during the 2010 Copiapó mining accident in Chile.
  • E. Plan B
    Plan B is a studio album by American rock band Huey Lewis and the News, released in 2001 and known for its blend of rock, pop, and rhythm and blues.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b37d69a08190af18b421066f44f1 completed April 18, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2a6f2c48190874839f78f943fdb completed May 10, 2026, 5:38 p.m.
NEDg Description generation batch_6a00c3812c5881908e5c897a5b824e26 completed May 10, 2026, 5:42 p.m.
NED2 Entity disambiguation (via description) batch_6a00c3f62f3881909dc5665db8433063 completed May 10, 2026, 5:44 p.m.
Created at: April 10, 2026, 5:24 a.m.