Triple

T13060452
Position Surface form Disambiguated ID Type / Status
Subject We Need To Talk E329181 entity
Predicate recordLabel P1500 FINISHED
Object Parx Publishing
Parx Publishing is a music publishing and record label company involved in releasing and managing recorded works such as the track "We Need To Talk."
E1018883 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: Parx Publishing | Statement: [We Need To Talk, recordLabel, Parx Publishing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Parx Publishing
Context triple: [We Need To Talk, recordLabel, Parx Publishing]
  • A. American Publishing Company
    American Publishing Company was a 19th-century U.S. publishing house best known for issuing major works by authors such as Mark Twain, including classic American literature.
  • B. Nine Publishing
    Nine Publishing is an Australian media company that operates newspapers, digital news platforms, and other publishing assets under the broader Nine Entertainment Co. media group.
  • C. Priboi Publishers
    Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
  • D. Avalon Publishing Group
    Avalon Publishing Group was an American independent book publisher known for its diverse imprints and catalog of fiction and nonfiction titles before being acquired by Perseus Books Group.
  • E. Pinnacle Books
    Pinnacle Books was an American paperback publisher known for releasing genre fiction, including science fiction titles such as issues or collections associated with Galaxy Science Fiction.
  • 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: Parx Publishing
Triple: [We Need To Talk, recordLabel, Parx Publishing]
Generated description
Parx Publishing is a music publishing and record label company involved in releasing and managing recorded works such as the track "We Need To Talk."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Parx Publishing
Target entity description: Parx Publishing is a music publishing and record label company involved in releasing and managing recorded works such as the track "We Need To Talk."
  • A. American Publishing Company
    American Publishing Company was a 19th-century U.S. publishing house best known for issuing major works by authors such as Mark Twain, including classic American literature.
  • B. Nine Publishing
    Nine Publishing is an Australian media company that operates newspapers, digital news platforms, and other publishing assets under the broader Nine Entertainment Co. media group.
  • C. Priboi Publishers
    Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
  • D. Avalon Publishing Group
    Avalon Publishing Group was an American independent book publisher known for its diverse imprints and catalog of fiction and nonfiction titles before being acquired by Perseus Books Group.
  • E. Pinnacle Books
    Pinnacle Books was an American paperback publisher known for releasing genre fiction, including science fiction titles such as issues or collections associated with Galaxy Science Fiction.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980e7ee548190b4b18bdb1357c359 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbe259408190a7e88482c96f24a9 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cdc285788190a05a51295306f087 completed May 3, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_69f6ceafcca88190bcd65be3c4440987 completed May 3, 2026, 4:27 a.m.
Created at: April 9, 2026, 8:58 p.m.