Triple

T20673725
Position Surface form Disambiguated ID Type / Status
Subject Charlie Benante E508105 entity
Predicate memberOf P10 FINISHED
Object Stormtroopers of Death
Stormtroopers of Death (S.O.D.) is an American crossover thrash band formed in the mid-1980s, known for its aggressive sound, satirical and controversial lyrics, and influence on the development of hardcore-influenced metal.
E1444901 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: Stormtroopers of Death | Statement: [Charlie Benante, memberOf, Stormtroopers of Death]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stormtroopers of Death
Context triple: [Charlie Benante, memberOf, Stormtroopers of Death]
  • A. Thunderbolt Forces
    Thunderbolt Forces are an elite Egyptian military commando unit specializing in high-risk special operations and counterterrorism missions.
  • B. The Siege of AR-558
    "The Siege of AR-558" is a dark and intense Star Trek: Deep Space Nine episode depicting the brutal realities of the Dominion War as Starfleet officers defend a remote outpost under relentless siege.
  • C. Varusschlacht
    Varusschlacht is the German name for the Battle of the Teutoburg Forest, a decisive 9 AD clash in which Germanic tribes ambushed and destroyed three Roman legions, halting Roman expansion into Germania.
  • D. Thrawn: Treason
    Thrawn: Treason is a Star Wars novel by Timothy Zahn that follows Grand Admiral Thrawn as he navigates Imperial politics and looming threats to the Chiss Ascendancy on the eve of the events of Rogue One and A New Hope.
  • E. Bo-Katan Kryze
    Bo-Katan Kryze is a Mandalorian warrior and leader who plays a key role in the struggle for Mandalore’s future in the Star Wars universe.
  • 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: Stormtroopers of Death
Triple: [Charlie Benante, memberOf, Stormtroopers of Death]
Generated description
Stormtroopers of Death (S.O.D.) is an American crossover thrash band formed in the mid-1980s, known for its aggressive sound, satirical and controversial lyrics, and influence on the development of hardcore-influenced metal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stormtroopers of Death
Target entity description: Stormtroopers of Death (S.O.D.) is an American crossover thrash band formed in the mid-1980s, known for its aggressive sound, satirical and controversial lyrics, and influence on the development of hardcore-influenced metal.
  • A. Thunderbolt Forces
    Thunderbolt Forces are an elite Egyptian military commando unit specializing in high-risk special operations and counterterrorism missions.
  • B. The Siege of AR-558
    "The Siege of AR-558" is a dark and intense Star Trek: Deep Space Nine episode depicting the brutal realities of the Dominion War as Starfleet officers defend a remote outpost under relentless siege.
  • C. Varusschlacht
    Varusschlacht is the German name for the Battle of the Teutoburg Forest, a decisive 9 AD clash in which Germanic tribes ambushed and destroyed three Roman legions, halting Roman expansion into Germania.
  • D. Thrawn: Treason
    Thrawn: Treason is a Star Wars novel by Timothy Zahn that follows Grand Admiral Thrawn as he navigates Imperial politics and looming threats to the Chiss Ascendancy on the eve of the events of Rogue One and A New Hope.
  • E. Bo-Katan Kryze
    Bo-Katan Kryze is a Mandalorian warrior and leader who plays a key role in the struggle for Mandalore’s future in the Star Wars universe.
  • 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_69e0b4c1164881909a3bf1e3ddb2bc32 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b5cca8808190a60ee28c7ea46412 completed April 20, 2026, 11:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd66b6b88190a863948cb31c9af7 completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d175eefc8190a5178c0f70f7d79f completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d23e8ac48190be1726c8e4913b1a completed May 16, 2026, 8:23 p.m.
Created at: April 16, 2026, 11:44 a.m.