Triple

T16241141
Position Surface form Disambiguated ID Type / Status
Subject Battle of Endor E394247 entity
Predicate commandedBy P1407 FINISHED
Object Emperor Palpatine (Imperial forces overall)
Emperor Palpatine is the Sith Lord and Galactic Emperor who masterminded the rise of the Galactic Empire and orchestrated its military campaigns, including the climactic confrontation at Endor.
E1202301 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: Emperor Palpatine (Imperial forces overall) | Statement: [Battle of Endor, commandedBy, Emperor Palpatine (Imperial forces overall)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emperor Palpatine (Imperial forces overall)
Context triple: [Battle of Endor, commandedBy, Emperor Palpatine (Imperial forces overall)]
  • A. Supreme Chancellor Finis Valorum
    Supreme Chancellor Finis Valorum is a political leader in the Star Wars universe who serves as the embattled head of the Galactic Republic immediately before the rise of Palpatine.
  • B. General Grievous
    General Grievous is a cyborg Kaleesh warlord and Supreme Commander of the Separatist droid army, known for wielding multiple lightsabers taken from defeated Jedi in the Star Wars universe.
  • C. Sith
    The Sith are a dark side order of Force users in the Star Wars universe, known for their pursuit of power, use of anger and hatred, and opposition to the Jedi.
  • D. Padishah Emperor of the Known Universe
    The Padishah Emperor of the Known Universe is the supreme hereditary ruler of the interstellar Imperium in Frank Herbert’s Dune universe, wielding ultimate political and military authority over countless planets and noble houses.
  • E. Darth Vader
    Darth Vader is an iconic Star Wars villain, a fallen Jedi turned Sith Lord whose black armor, mechanical breathing, and complex redemption arc have made him one of cinema’s most recognizable characters.
  • 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: Emperor Palpatine (Imperial forces overall)
Triple: [Battle of Endor, commandedBy, Emperor Palpatine (Imperial forces overall)]
Generated description
Emperor Palpatine is the Sith Lord and Galactic Emperor who masterminded the rise of the Galactic Empire and orchestrated its military campaigns, including the climactic confrontation at Endor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emperor Palpatine (Imperial forces overall)
Target entity description: Emperor Palpatine is the Sith Lord and Galactic Emperor who masterminded the rise of the Galactic Empire and orchestrated its military campaigns, including the climactic confrontation at Endor.
  • A. Supreme Chancellor Finis Valorum
    Supreme Chancellor Finis Valorum is a political leader in the Star Wars universe who serves as the embattled head of the Galactic Republic immediately before the rise of Palpatine.
  • B. General Grievous
    General Grievous is a cyborg Kaleesh warlord and Supreme Commander of the Separatist droid army, known for wielding multiple lightsabers taken from defeated Jedi in the Star Wars universe.
  • C. Sith
    The Sith are a dark side order of Force users in the Star Wars universe, known for their pursuit of power, use of anger and hatred, and opposition to the Jedi.
  • D. Padishah Emperor of the Known Universe
    The Padishah Emperor of the Known Universe is the supreme hereditary ruler of the interstellar Imperium in Frank Herbert’s Dune universe, wielding ultimate political and military authority over countless planets and noble houses.
  • E. Darth Vader
    Darth Vader is an iconic Star Wars villain, a fallen Jedi turned Sith Lord whose black armor, mechanical breathing, and complex redemption arc have made him one of cinema’s most recognizable characters.
  • 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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2455e1ce08190b97e2ab3e8c6d535 completed April 17, 2026, 2:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000edd1ed08190aa0211c3b17a918e completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a00108fdda88190bf510d04f4cc73f1 completed May 10, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_6a0011559b748190ad406263889514a4 completed May 10, 2026, 5:02 a.m.
Created at: April 10, 2026, 5:04 a.m.