Triple

T13035344
Position Surface form Disambiguated ID Type / Status
Subject Turtle Island E326546 entity
Predicate hasPart P35 FINISHED
Object essay "Four Changes"
The essay "Four Changes" is a seminal environmental and social critique by poet Gary Snyder that outlines urgent transformations needed in population, pollution, consumption, and energy use to achieve ecological balance.
 E1017903 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: essay "Four Changes" | Statement: [Turtle Island, hasPart, essay "Four Changes"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: essay "Four Changes"
Context triple: [Turtle Island, hasPart, essay "Four Changes"]
  • A. Some Changes
    "Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
  • B. Book Three: Change
    Book Three: Change is the third season of the animated television series The Legend of Korra, focusing on the aftermath of harmonic convergence as new airbenders emerge and a dangerous group of anarchists threatens the world’s balance.
  • C. A Change
    "A Change" is a soul song performed by Aretha Franklin, featured on her 1968 album "Aretha Now."
  • D. Changes
    Changes is a 2020 studio album by Canadian pop singer Justin Bieber that explores R&B-influenced sounds and themes of love and personal growth.
  • E. Changes
    "Changes" is a reflective folk song by American singer-songwriter Phil Ochs, known for its poetic lyrics and gentle, introspective tone.
  • 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: essay "Four Changes"
Triple: [Turtle Island, hasPart, essay "Four Changes"]
Generated description
The essay "Four Changes" is a seminal environmental and social critique by poet Gary Snyder that outlines urgent transformations needed in population, pollution, consumption, and energy use to achieve ecological balance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: essay "Four Changes"
Target entity description: The essay "Four Changes" is a seminal environmental and social critique by poet Gary Snyder that outlines urgent transformations needed in population, pollution, consumption, and energy use to achieve ecological balance.
  • A. Some Changes
    "Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
  • B. Book Three: Change
    Book Three: Change is the third season of the animated television series The Legend of Korra, focusing on the aftermath of harmonic convergence as new airbenders emerge and a dangerous group of anarchists threatens the world’s balance.
  • C. A Change
    "A Change" is a soul song performed by Aretha Franklin, featured on her 1968 album "Aretha Now."
  • D. Changes
    "Changes" is a track featured on the hip hop album *Universal Mind Control* by Common.
  • E. Changes
    "Changes" is a reflective folk song by American singer-songwriter Phil Ochs, known for its poetic lyrics and gentle, introspective tone.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97effca908190ab89fdb034e02680 completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbcf11f88190ab1746f973132af1 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cee0a27081909203e3331186b4ca completed May 3, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69f6cf987f68819084edcd6613832fe8 completed May 3, 2026, 4:31 a.m.
Created at: April 9, 2026, 8:55 p.m.