Triple

T11122752
Position Surface form Disambiguated ID Type / Status
Subject Thunderbolts E263057 entity
Predicate governmentProgram P38971 FINISHED
Object Thunderbolts Program
The Thunderbolts Program is a covert government initiative that deploys reformed or controlled supervillains on high-risk missions under official oversight.
E906125 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: Thunderbolts Program | Statement: [Thunderbolts, governmentProgram, Thunderbolts Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thunderbolts Program
Context triple: [Thunderbolts, governmentProgram, Thunderbolts Program]
  • A. Thunderbird project
    The Thunderbird project is the community-driven organization responsible for developing and maintaining the Thunderbird open-source email client.
  • B. Helios program
    The Helios program was a joint NASA–German Aerospace Center mission in the 1970s that launched two probes to study the Sun at close range, setting records for both solar proximity and spacecraft speed.
  • C. V-weapons program
    The V-weapons program was Nazi Germany’s World War II initiative to develop and deploy long-range “vengeance weapons,” including early cruise and ballistic missiles, for strategic bombing of Allied targets.
  • D. Black Widow program
    The Black Widow program is a covert Soviet training initiative that raises young girls as elite assassins and spies, most famously producing the Marvel character Natasha Romanoff (Black Widow).
  • E. Spartan-IV program
    The Spartan-IV program is a United Nations Space Command initiative in the Halo universe that augments volunteer adult soldiers into advanced supersoldiers using more sustainable and less extreme methods than earlier Spartan generations.
  • 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: Thunderbolts Program
Triple: [Thunderbolts, governmentProgram, Thunderbolts Program]
Generated description
The Thunderbolts Program is a covert government initiative that deploys reformed or controlled supervillains on high-risk missions under official oversight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thunderbolts Program
Target entity description: The Thunderbolts Program is a covert government initiative that deploys reformed or controlled supervillains on high-risk missions under official oversight.
  • A. Thunderbird project
    The Thunderbird project is the community-driven organization responsible for developing and maintaining the Thunderbird open-source email client.
  • B. Helios program
    The Helios program was a joint NASA–German Aerospace Center mission in the 1970s that launched two probes to study the Sun at close range, setting records for both solar proximity and spacecraft speed.
  • C. V-weapons program
    The V-weapons program was Nazi Germany’s World War II initiative to develop and deploy long-range “vengeance weapons,” including early cruise and ballistic missiles, for strategic bombing of Allied targets.
  • D. Black Widow program
    The Black Widow program is a covert Soviet training initiative that raises young girls as elite assassins and spies, most famously producing the Marvel character Natasha Romanoff (Black Widow).
  • E. Spartan-IV program
    The Spartan-IV program is a United Nations Space Command initiative in the Halo universe that augments volunteer adult soldiers into advanced supersoldiers using more sustainable and less extreme methods than earlier Spartan generations.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7e82e933481908550499cf9dd6531 completed April 9, 2026, 5:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d8643748190a7801fc401dd2b5a completed April 19, 2026, 1:19 a.m.
NEDg Description generation batch_69e42f3eaa0c819095e5af20b910d979 completed April 19, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_69e43771eaec8190be9bb709723931e0 completed April 19, 2026, 2:01 a.m.
Created at: April 8, 2026, 9:28 p.m.