Triple

T16868493
Position Surface form Disambiguated ID Type / Status
Subject Starship Troopers 3: Marauder E410104 entity
Predicate hasSequel P1961 FINISHED
Object Starship Troopers: Invasion
Starship Troopers: Invasion is a 2012 computer-animated military science fiction film set in the Starship Troopers universe, following a group of soldiers battling alien Arachnids in a distant future war.
E1240756 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: Starship Troopers: Invasion | Statement: [Starship Troopers 3: Marauder, hasSequel, Starship Troopers: Invasion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Starship Troopers: Invasion
Context triple: [Starship Troopers 3: Marauder, hasSequel, Starship Troopers: Invasion]
  • A. Starship Troopers 3: Marauder
    Starship Troopers 3: Marauder is a 2008 military science fiction film that continues the satirical war-against-aliens saga, bringing back Casper Van Dien as Johnny Rico in a new battle against the Arachnids.
  • B. Starship Troopers 2: Hero of the Federation
    Starship Troopers 2: Hero of the Federation is a 2004 direct-to-video military science fiction film set in the Starship Troopers universe, focusing on a group of soldiers trapped on a remote outpost while facing both alien threats and internal paranoia.
  • C. Starship Troopers
    Starship Troopers is a 1997 science fiction action film directed by Paul Verhoeven that satirically depicts a militaristic future society waging war against alien insects.
  • D. Starship Trooper
    "Starship Trooper" is a multi-part progressive rock epic by the English band Yes, known for its intricate structure, dynamic instrumental sections, and status as a fan-favorite concert staple.
  • E. Starship Trooper: Würm
    "Starship Trooper: Würm" is the climactic instrumental section of Yes's progressive rock suite "Starship Trooper," noted for its building, repetitive guitar riff and powerful finale.
  • 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: Starship Troopers: Invasion
Triple: [Starship Troopers 3: Marauder, hasSequel, Starship Troopers: Invasion]
Generated description
Starship Troopers: Invasion is a 2012 computer-animated military science fiction film set in the Starship Troopers universe, following a group of soldiers battling alien Arachnids in a distant future war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Starship Troopers: Invasion
Target entity description: Starship Troopers: Invasion is a 2012 computer-animated military science fiction film set in the Starship Troopers universe, following a group of soldiers battling alien Arachnids in a distant future war.
  • A. Starship Troopers 3: Marauder
    Starship Troopers 3: Marauder is a 2008 military science fiction film that continues the satirical war-against-aliens saga, bringing back Casper Van Dien as Johnny Rico in a new battle against the Arachnids.
  • B. Starship Troopers 2: Hero of the Federation
    Starship Troopers 2: Hero of the Federation is a 2004 direct-to-video military science fiction film set in the Starship Troopers universe, focusing on a group of soldiers trapped on a remote outpost while facing both alien threats and internal paranoia.
  • C. Starship Troopers
    Starship Troopers is a 1997 science fiction action film directed by Paul Verhoeven that satirically depicts a militaristic future society waging war against alien insects.
  • D. Starship Trooper
    "Starship Trooper" is a multi-part progressive rock epic by the English band Yes, known for its intricate structure, dynamic instrumental sections, and status as a fan-favorite concert staple.
  • E. Starship Trooper: Würm
    "Starship Trooper: Würm" is the climactic instrumental section of Yes's progressive rock suite "Starship Trooper," noted for its building, repetitive guitar riff and powerful finale.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b50a82348190b3e33fd558aa3c7f completed April 18, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfc531c881908a33de8b491842ca completed May 10, 2026, 6:34 p.m.
NEDg Description generation batch_6a00d08aa3fc8190aa32e2dac41992c3 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d12511c88190ab0d5925cf930c66 completed May 10, 2026, 6:40 p.m.
Created at: April 10, 2026, 5:24 a.m.