Triple

T3101108
Position Surface form Disambiguated ID Type / Status
Subject Jonathan Lethem E64719 entity
Predicate notableWork P4 FINISHED
Object Gun, with Occasional Music
Gun, with Occasional Music is a dystopian science fiction noir novel by Jonathan Lethem that blends hardboiled detective tropes with surreal elements like evolved animals and hallucinogenic drugs.
 E326657 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: Gun, with Occasional Music | Statement: [Jonathan Lethem, notableWork, Gun, with Occasional Music]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gun, with Occasional Music
Context triple: [Jonathan Lethem, notableWork, Gun, with Occasional Music]
  • A. Stickin’ to My Guns
    "Stickin’ to My Guns" is a 1990 studio album by legendary American singer Etta James that blends her powerful blues and soul vocals with contemporary R&B and pop production.
  • B. Machine Gun
    "Machine Gun" is the 1974 debut studio album by American funk and soul band the Commodores, known for its energetic instrumental title track and establishing the group's signature sound.
  • C. G.I. Blues
    G.I. Blues is a 1960 musical comedy film starring Elvis Presley as a U.S. Army soldier stationed in Germany, featuring several popular songs from his early movie career.
  • D. Shotgun
    "Shotgun" is a 1955 American Western film starring Sterling Hayden as a lawman pursuing outlaws across rugged frontier territory.
  • E. Bullet in the Head
    "Bullet in the Head" is a politically charged rap metal song by Rage Against the Machine, known for its aggressive sound and critique of media manipulation and conformity.
  • 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: Gun, with Occasional Music
Triple: [Jonathan Lethem, notableWork, Gun, with Occasional Music]
Generated description
Gun, with Occasional Music is a dystopian science fiction noir novel by Jonathan Lethem that blends hardboiled detective tropes with surreal elements like evolved animals and hallucinogenic drugs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gun, with Occasional Music
Target entity description: Gun, with Occasional Music is a dystopian science fiction noir novel by Jonathan Lethem that blends hardboiled detective tropes with surreal elements like evolved animals and hallucinogenic drugs.
  • A. Stickin’ to My Guns
    "Stickin’ to My Guns" is a 1990 studio album by legendary American singer Etta James that blends her powerful blues and soul vocals with contemporary R&B and pop production.
  • B. Machine Gun
    "Machine Gun" is the 1974 debut studio album by American funk and soul band the Commodores, known for its energetic instrumental title track and establishing the group's signature sound.
  • C. G.I. Blues
    G.I. Blues is a 1960 musical comedy film starring Elvis Presley as a U.S. Army soldier stationed in Germany, featuring several popular songs from his early movie career.
  • D. Shotgun
    "Shotgun" is a 1955 American Western film starring Sterling Hayden as a lawman pursuing outlaws across rugged frontier territory.
  • E. Bullet in the Head
    "Bullet in the Head" is a politically charged rap metal song by Rage Against the Machine, known for its aggressive sound and critique of media manipulation and conformity.
  • 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_69ad857dc98481909e585dc3372e3ed5 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada26c76ec81908d11f82be573c518 completed March 8, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b203809fac81908047b1139b13cb04 completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b20532b7388190be5f7bcf48db6f45 completed March 12, 2026, 12:13 a.m.
NED2 Entity disambiguation (via description) batch_69b2058d7c4c8190a44fc8745df3b1b3 completed March 12, 2026, 12:15 a.m.
Created at: March 8, 2026, 3:03 p.m.