Triple

T15595866
Position Surface form Disambiguated ID Type / Status
Subject Shinedown E374888 entity
Predicate notableWork P4 FINISHED
Object Threat to Survival
"Threat to Survival" is the fifth studio album by American rock band Shinedown, showcasing their polished hard rock sound and more radio-oriented songwriting.
 E1167162 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: Threat to Survival | Statement: [Shinedown, notableWork, Threat to Survival]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Threat to Survival
Context triple: [Shinedown, notableWork, Threat to Survival]
  • A. Nature of the Threat
    "Nature of the Threat" is a politically charged, historically dense hip-hop track by Ras Kass that critically examines racism, religion, and Western history.
  • B. Survival
    Survival is a politically charged 1979 reggae album by Bob Marley & The Wailers that focuses on themes of African unity, resistance, and social justice.
  • C. Peril
    Peril is a nonfiction political book by journalists Bob Woodward and Robert Costa that chronicles the tumultuous final months of the Trump administration and the 2020 presidential transition.
  • D. The Beginning of Survival
    The Beginning of Survival is a compilation album by Canadian singer-songwriter Joni Mitchell, focusing on her politically and socially themed songs from her later career.
  • E. Loss of Life
    "Loss of Life" is a studio album by the American rock band MGMT, known for its psychedelic and experimental sound.
  • 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: Threat to Survival
Triple: [Shinedown, notableWork, Threat to Survival]
Generated description
"Threat to Survival" is the fifth studio album by American rock band Shinedown, showcasing their polished hard rock sound and more radio-oriented songwriting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Threat to Survival
Target entity description: "Threat to Survival" is the fifth studio album by American rock band Shinedown, showcasing their polished hard rock sound and more radio-oriented songwriting.
  • A. Nature of the Threat
    "Nature of the Threat" is a politically charged, historically dense hip-hop track by Ras Kass that critically examines racism, religion, and Western history.
  • B. Survival
    Survival is a politically charged 1979 reggae album by Bob Marley & The Wailers that focuses on themes of African unity, resistance, and social justice.
  • C. Peril
    Peril is a nonfiction political book by journalists Bob Woodward and Robert Costa that chronicles the tumultuous final months of the Trump administration and the 2020 presidential transition.
  • D. The Beginning of Survival
    The Beginning of Survival is a compilation album by Canadian singer-songwriter Joni Mitchell, focusing on her politically and socially themed songs from her later career.
  • E. Loss of Life
    "Loss of Life" is a studio album by the American rock band MGMT, known for its psychedelic and experimental sound.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e5f9db8819083abf80f01f32b3d completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56ca72ec8190a237db843dc6d625 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff58a93fb481908cedf981caf1bb23 completed May 9, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_69ff59718048819086a1d0ba773e9a92 completed May 9, 2026, 3:57 p.m.
Created at: April 10, 2026, 4:12 a.m.