Triple

T10323546
Position Surface form Disambiguated ID Type / Status
Subject Theodore Twombly E242699 entity
Predicate settingOfLife P3562 FINISHED
Object near‑future Los Angeles E730020 NE FINISHED

How this triple was built (2 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: near‑future Los Angeles | Statement: [Theodore Twombly, settingOfLife, near‑future Los Angeles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: near‑future Los Angeles
Context triple: [Theodore Twombly, settingOfLife, near‑future Los Angeles]
  • A. Los Angeles (future dystopian version) chosen
    Los Angeles (future dystopian version) is a heavily polluted, overpopulated, and crime-ridden megacity marked by extreme social inequality and decaying infrastructure, often depicted in science fiction as a symbol of urban collapse and corporate domination.
  • B. Los Angeles (Elysium universe)
    Los Angeles in the Elysium universe is a dystopian, overpopulated, and heavily polluted megacity on Earth, starkly contrasted with the luxurious space habitat of Elysium.
  • C. 1950s Los Angeles
    1950s Los Angeles was a rapidly growing, postwar American metropolis marked by car culture, suburban expansion, and a rising focus on law enforcement and crime.
  • D. 1920s Los Angeles
    1920s Los Angeles was a rapidly growing, car-driven metropolis marked by booming Hollywood film production, Spanish Revival architecture, and a vibrant, modern urban culture.
  • E. 1960s Los Angeles
    1960s Los Angeles was a rapidly growing, car-centric American metropolis marked by Hollywood’s studio era, emerging counterculture, and mid-century modern suburban expansion.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d381af787481908bc401325c760a88 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d6cdb6cc8190b37ca4494287128b completed April 7, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71da2053481908fe5ed097b480cdd completed April 9, 2026, 3:31 a.m.
Created at: April 6, 2026, 11:50 a.m.