Triple

T13735339
Position Surface form Disambiguated ID Type / Status
Subject Megafaun E329928 entity
Predicate hasRelease P22087 FINISHED
Object Heretofore
"Heretofore" is an EP by the American folk-rock band Megafaun, showcasing their experimental blend of folk, rock, and improvisational sounds.
E1057568 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: Heretofore | Statement: [Megafaun, hasRelease, Heretofore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heretofore
Context triple: [Megafaun, hasRelease, Heretofore]
  • A. Always Was
    Always Was is a politically charged hip hop track by Australian rapper Briggs that powerfully asserts Indigenous sovereignty and critiques colonial narratives.
  • B. Back to Before
    "Back to Before" is a reflective ballad from the musical *Ragtime* in which the character Mother contemplates the irreversible social and personal changes transforming her life.
  • C. Thoughts of the Past
    Thoughts of the Past is a Pre-Raphaelite painting by John Roddam Spencer Stanhope that depicts a contemplative young woman reflecting on her life and memories.
  • D. Ever Present Past
    "Ever Present Past" is a song by Paul McCartney from his 2007 album "Memory Almost Full," noted for its reflective lyrics on time and identity set to an upbeat pop-rock arrangement.
  • E. The Past is Ours
    "The Past is Ours" is the motto of the United Daughters of the Confederacy, reflecting the organization's focus on preserving and promoting a particular memory of the Confederate past.
  • 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: Heretofore
Triple: [Megafaun, hasRelease, Heretofore]
Generated description
"Heretofore" is an EP by the American folk-rock band Megafaun, showcasing their experimental blend of folk, rock, and improvisational sounds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heretofore
Target entity description: "Heretofore" is an EP by the American folk-rock band Megafaun, showcasing their experimental blend of folk, rock, and improvisational sounds.
  • A. Always Was
    Always Was is a politically charged hip hop track by Australian rapper Briggs that powerfully asserts Indigenous sovereignty and critiques colonial narratives.
  • B. Back to Before
    "Back to Before" is a reflective ballad from the musical *Ragtime* in which the character Mother contemplates the irreversible social and personal changes transforming her life.
  • C. Thoughts of the Past
    Thoughts of the Past is a Pre-Raphaelite painting by John Roddam Spencer Stanhope that depicts a contemplative young woman reflecting on her life and memories.
  • D. Ever Present Past
    "Ever Present Past" is a song by Paul McCartney from his 2007 album "Memory Almost Full," noted for its reflective lyrics on time and identity set to an upbeat pop-rock arrangement.
  • E. The Past is Ours
    "The Past is Ours" is the motto of the United Daughters of the Confederacy, reflecting the organization's focus on preserving and promoting a particular memory of the Confederate past.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de020351fc8190a554a48c552e83b5 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d66cb088190be2621753d0a6740 completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e7869648190ab0157bd0480b219 completed May 3, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f79f7216b08190800165d46172222c completed May 3, 2026, 7:18 p.m.
Created at: April 9, 2026, 9:55 p.m.