Triple

T9999087
Position Surface form Disambiguated ID Type / Status
Subject Shawn Ryan E197276 entity
Predicate notableWork P4 FINISHED
Object 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.
 E833895 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: Last Resort | Statement: [Shawn Ryan, notableWork, Last Resort]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Last Resort
Context triple: [Shawn Ryan, notableWork, Last Resort]
  • A. 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.
  • B. Every Last One
    Every Last One is a contemporary novel by Anna Quindlen that follows a suburban mother whose seemingly ordinary family life is shattered by a devastating tragedy.
  • C. Last Man Standing
    Last Man Standing is a 1996 neo-noir action film directed by Walter Hill and starring Bruce Willis as a lone gunman caught between rival gangs in a Prohibition-era Texas border town.
  • D. Last Man Standing
    Last Man Standing is an American sitcom starring Tim Allen as a conservative father navigating family life and modern social changes.
  • E. Last Man Standing
    "Last Man Standing" is a rock song by Bruce Springsteen, featured on his 2020 studio album "Letter to You."
  • 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: Last Resort
Triple: [Shawn Ryan, notableWork, Last Resort]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Last Resort
Target entity description: "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.
  • A. 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.
  • B. Every Last One
    Every Last One is a contemporary novel by Anna Quindlen that follows a suburban mother whose seemingly ordinary family life is shattered by a devastating tragedy.
  • C. Last Man Standing
    Last Man Standing is a 1996 neo-noir action film directed by Walter Hill and starring Bruce Willis as a lone gunman caught between rival gangs in a Prohibition-era Texas border town.
  • D. Last Man Standing
    Last Man Standing is an American sitcom starring Tim Allen as a conservative father navigating family life and modern social changes.
  • E. Last Man Standing
    "Last Man Standing" is a rock song by Bruce Springsteen, featured on his 2020 studio album "Letter to You."
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc8c78448190a5332f4ff8a7b3dd completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2584bd6cc8190841353847dd2f00c completed April 5, 2026, 12:40 p.m.
NEDg Description generation batch_69d259016fb08190aadf9d4cee0b42d7 completed April 5, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69d259a2e48481908bd8e4829f676618 completed April 5, 2026, 12:46 p.m.
Created at: March 30, 2026, 8:51 p.m.