Triple

T23555671
Position Surface form Disambiguated ID Type / Status
Subject Psylocke E578180 entity
Predicate notableStoryline P7331 FINISHED
Object Acts of Vengeance
Acts of Vengeance is a Marvel Comics crossover event in which various supervillains strategically swap opponents to overwhelm the heroes with unfamiliar foes.
E1590966 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: Acts of Vengeance | Statement: [Psylocke, notableStoryline, Acts of Vengeance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Acts of Vengeance
Context triple: [Psylocke, notableStoryline, Acts of Vengeance]
  • A. Vengeance Unlimited
    Vengeance Unlimited is an American television drama series about a mysterious vigilante who uses elaborate schemes to punish wrongdoers who have escaped legal justice.
  • B. The Day of Vengeance
    The Day of Vengeance is a late-19th-century Bible study volume by Charles Taze Russell that focuses on end-times prophecy and divine judgment within his Millennial Dawn series.
  • C. Day of Vengeance
    Day of Vengeance is a DC Comics limited series that follows a group of magic-based heroes battling the corrupted Spectre, serving as one of the key lead‑in events to the Infinite Crisis crossover.
  • D. Vengeance
    Vengeance is a 2022 dark comedy-thriller film written and directed by B.J. Novak that follows a New York writer-podcaster investigating a mysterious death in Texas.
  • E. Vengeance
    Vengeance was a French warship that took part in the 1779 Battle off Flamborough Head during the American Revolutionary War.
  • 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: Acts of Vengeance
Triple: [Psylocke, notableStoryline, Acts of Vengeance]
Generated description
Acts of Vengeance is a Marvel Comics crossover event in which various supervillains strategically swap opponents to overwhelm the heroes with unfamiliar foes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Acts of Vengeance
Target entity description: Acts of Vengeance is a Marvel Comics crossover event in which various supervillains strategically swap opponents to overwhelm the heroes with unfamiliar foes.
  • A. Vengeance Unlimited
    Vengeance Unlimited is an American television drama series about a mysterious vigilante who uses elaborate schemes to punish wrongdoers who have escaped legal justice.
  • B. The Day of Vengeance
    The Day of Vengeance is a late-19th-century Bible study volume by Charles Taze Russell that focuses on end-times prophecy and divine judgment within his Millennial Dawn series.
  • C. Day of Vengeance
    Day of Vengeance is a DC Comics limited series that follows a group of magic-based heroes battling the corrupted Spectre, serving as one of the key lead‑in events to the Infinite Crisis crossover.
  • D. Vengeance
    Vengeance is a 2022 dark comedy-thriller film written and directed by B.J. Novak that follows a New York writer-podcaster investigating a mysterious death in Texas.
  • E. Vengeance
    Vengeance is a 2012 studio album by French singer-songwriter Benjamin Biolay, known for its lush arrangements and melancholic pop style.
  • 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_69e245fa93448190919cb04534560542 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1aed253788190ba75109af0e91b37 completed April 29, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf69e8c88190bb80ece5ab1aa32d completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce14b83108190a2bf5969f15b0dfe completed May 19, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce203ec688190a7a88c9ddd824bb7 completed May 19, 2026, 10:19 p.m.
Created at: April 17, 2026, 6:12 p.m.