Triple

T11417142
Position Surface form Disambiguated ID Type / Status
Subject The Odds Against Us E270520 entity
Predicate relatedWork P37 FINISHED
Object The Last Refuge
The Last Refuge is a science fiction novel by Steve Lyons set in the Warhammer 40,000 universe, following the desperate struggles of Imperial forces against overwhelming odds.
E924143 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: The Last Refuge | Statement: [The Odds Against Us, relatedWork, The Last Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Last Refuge
Context triple: [The Odds Against Us, relatedWork, The Last Refuge]
  • A. The Last Outpost
    The Last Outpost is a 1935 adventure war film set on the Northwest Frontier during World War I, starring Cary Grant and Claude Rains, in which Gertrude Michael appears in a supporting role.
  • B. The Last Fears
    The Last Fears is a pop-rock album by American singer-songwriter Teddy Geiger that showcases her melodic songwriting and emotional lyricism.
  • C. The Last Good Country
    The Last Good Country is a short story by Ernest Hemingway that follows a young boy who flees into the northern Michigan woods with his sister to escape legal trouble and find refuge in nature.
  • D. Last Resort
    "Last Resort" is an American military drama television series created by Shawn Ryan that follows the crew of a U.S. nuclear submarine after they defy questionable orders and seek refuge on a remote island.
  • E. Last Resort
    "Last Resort" is a 2000 nu metal/alternative rock song by Papa Roach that became their breakout hit and is best known for its intense themes of mental anguish and suicide.
  • 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: The Last Refuge
Triple: [The Odds Against Us, relatedWork, The Last Refuge]
Generated description
The Last Refuge is a science fiction novel by Steve Lyons set in the Warhammer 40,000 universe, following the desperate struggles of Imperial forces against overwhelming odds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Last Refuge
Target entity description: The Last Refuge is a science fiction novel by Steve Lyons set in the Warhammer 40,000 universe, following the desperate struggles of Imperial forces against overwhelming odds.
  • A. The Last Outpost
    The Last Outpost is a 1935 adventure war film set on the Northwest Frontier during World War I, starring Cary Grant and Claude Rains, in which Gertrude Michael appears in a supporting role.
  • B. The Last Fears
    The Last Fears is a pop-rock album by American singer-songwriter Teddy Geiger that showcases her melodic songwriting and emotional lyricism.
  • C. The Last Good Country
    The Last Good Country is a short story by Ernest Hemingway that follows a young boy who flees into the northern Michigan woods with his sister to escape legal trouble and find refuge in nature.
  • D. Last Resort
    "Last Resort" is an American military drama television series created by Shawn Ryan that follows the crew of a U.S. nuclear submarine after they defy questionable orders and seek refuge on a remote island.
  • E. Last Resort
    "Last Resort" is a 2000 nu metal/alternative rock song by Papa Roach that became their breakout hit and is best known for its intense themes of mental anguish and suicide.
  • 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_69d6aaddeaa8819088b30ef7b50598c9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d801b0236c81908122ce3fc7b4fde7 completed April 9, 2026, 7:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b87ca7408190a4962bbaf89222bf completed April 20, 2026, 5:24 a.m.
NEDg Description generation batch_69e5bb5d6e0c8190933cd3d6e83c24a2 completed April 20, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_69e5c29d7b608190ae79bb8318211547 completed April 20, 2026, 6:07 a.m.
Created at: April 8, 2026, 9:34 p.m.