Triple

T9508991
Position Surface form Disambiguated ID Type / Status
Subject Stephen Lewis E229341 entity
Predicate notableWork P4 FINISHED
Object Race Against Time
Race Against Time is a non-fiction book by Canadian diplomat and humanitarian Stephen Lewis that critiques the global response to the HIV/AIDS crisis in Africa.
E804232 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: Race Against Time | Statement: [Stephen Lewis, notableWork, Race Against Time]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Race Against Time
Context triple: [Stephen Lewis, notableWork, Race Against Time]
  • A. Race Against Time
    "Race Against Time" is an episode of the action-thriller television series "The Hunt," featuring a high-stakes mission unfolding under intense time pressure.
  • B. When Time Ran Out
    When Time Ran Out is a 1980 disaster film about a volcanic eruption at a tropical island resort, directed by James Goldstone and featuring an ensemble cast including Paul Newman and Jacqueline Bisset.
  • C. Scientists Against Time
    Scientists Against Time is a Pulitzer Prize–winning historical study by James Phinney Baxter III that examines the crucial role of scientific research and technological innovation in the Allied victory during World War II.
  • D. A Matter of Time
    "A Matter of Time" is a song by American rock band The Killers from their 2012 album *Battle Born*, blending anthemic rock instrumentation with reflective, emotionally charged lyrics.
  • E. Always on Time
    "Always on Time" is a hit 2001 R&B/hip-hop single by Ja Rule featuring Ashanti that became one of his signature songs and a major commercial success.
  • 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: Race Against Time
Triple: [Stephen Lewis, notableWork, Race Against Time]
Generated description
Race Against Time is a non-fiction book by Canadian diplomat and humanitarian Stephen Lewis that critiques the global response to the HIV/AIDS crisis in Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Race Against Time
Target entity description: Race Against Time is a non-fiction book by Canadian diplomat and humanitarian Stephen Lewis that critiques the global response to the HIV/AIDS crisis in Africa.
  • A. Race Against Time
    "Race Against Time" is an episode of the action-thriller television series "The Hunt," featuring a high-stakes mission unfolding under intense time pressure.
  • B. When Time Ran Out
    When Time Ran Out is a 1980 disaster film about a volcanic eruption at a tropical island resort, directed by James Goldstone and featuring an ensemble cast including Paul Newman and Jacqueline Bisset.
  • C. Scientists Against Time
    Scientists Against Time is a Pulitzer Prize–winning historical study by James Phinney Baxter III that examines the crucial role of scientific research and technological innovation in the Allied victory during World War II.
  • D. A Matter of Time
    "A Matter of Time" is a song by American rock band The Killers from their 2012 album *Battle Born*, blending anthemic rock instrumentation with reflective, emotionally charged lyrics.
  • E. Always on Time
    "Always on Time" is a hit 2001 R&B/hip-hop single by Ja Rule featuring Ashanti that became one of his signature songs and a major commercial success.
  • 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_69ca847611c48190a28c028644198c75 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9857058881909e0a40e2024a7b4c completed April 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a2b34948190826b1f58258a4f54 completed April 4, 2026, 4:19 p.m.
NEDg Description generation batch_69d13bc8ce4081909a58db4014f2748d completed April 4, 2026, 4:26 p.m.
NED2 Entity disambiguation (via description) batch_69d13c58beb08190ab41485bc7dd9b6d completed April 4, 2026, 4:29 p.m.
Created at: March 30, 2026, 7:58 p.m.