Triple

T8484330
Position Surface form Disambiguated ID Type / Status
Subject Chicago E200794 entity
Predicate notableWork P4 FINISHED
Object Beginnings
"Beginnings" is an early soft rock ballad by the band Chicago, known for its melodic horn arrangements and enduring popularity as one of their signature songs.
 E735664 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: Beginnings | Statement: [Chicago, notableWork, Beginnings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beginnings
Context triple: [Chicago, notableWork, Beginnings]
  • A. The Beginning
    The Beginning is a studio album by American hip hop group The Black Eyed Peas that continues their dance-pop and electronic sound following the success of The E.N.D.
  • B. The Beginning
    "The Beginning" is a song by John Legend from his R&B album "Love in the Future."
  • C. The Beginning
    "The Beginning" is a song by Seal, featured as a single from his debut self-titled album.
  • D. The Beginning
    "The Beginning" is the promotional tagline used for UFC 1, the inaugural Ultimate Fighting Championship event that launched modern mixed martial arts.
  • E. Beginning and the End
    Beginning and the End is a biblical title for God, especially in Christian theology, emphasizing divine eternity and sovereignty over all of history.
  • 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: Beginnings
Triple: [Chicago, notableWork, Beginnings]
Generated description
"Beginnings" is an early soft rock ballad by the band Chicago, known for its melodic horn arrangements and enduring popularity as one of their signature songs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beginnings
Target entity description: "Beginnings" is an early soft rock ballad by the band Chicago, known for its melodic horn arrangements and enduring popularity as one of their signature songs.
  • A. The Beginning
    The Beginning is a studio album by American hip hop group The Black Eyed Peas that continues their dance-pop and electronic sound following the success of The E.N.D.
  • B. The Beginning
    "The Beginning" is a song by John Legend from his R&B album "Love in the Future."
  • C. The Beginning
    "The Beginning" is a song by Seal, featured as a single from his debut self-titled album.
  • D. The Beginning
    "The Beginning" is the promotional tagline used for UFC 1, the inaugural Ultimate Fighting Championship event that launched modern mixed martial arts.
  • E. Beginning and the End
    Beginning and the End is a biblical title for God, especially in Christian theology, emphasizing divine eternity and sovereignty over all of history.
  • 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_69ca831d7b148190a6e32c1de43ab13b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe539b70c81909f8f045312f0d5f8 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a3d7cb481908b366f76639bb955 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3b1f6f7c8190927b5e2684ae207b completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3b9d38e081909be10cb209b15427 completed April 2, 2026, 9:49 a.m.
Created at: March 30, 2026, 6:12 p.m.