Triple

T22547113
Position Surface form Disambiguated ID Type / Status
Subject Lieutenant Jean Rasczak E557456 entity
Predicate deathContext P21 FINISHED
Object Klendathu campaign
The Klendathu campaign is a major military operation in the Starship Troopers universe, depicting humanity’s disastrous early invasion of the Arachnid homeworld.
E1541379 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: Klendathu campaign | Statement: [Lieutenant Jean Rasczak, deathContext, Klendathu campaign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Klendathu campaign
Context triple: [Lieutenant Jean Rasczak, deathContext, Klendathu campaign]
  • A. Kert campaign
    The Kert campaign was a Spanish military operation in northern Morocco in the early 20th century, conducted along the Kert River against local resistance during Spain’s colonial expansion.
  • B. DMZ campaign
    The DMZ campaign was a series of intense U.S. and North Vietnamese military operations and battles fought around the Demilitarized Zone in Vietnam during the Vietnam War.
  • C. Hòa Bình Campaign
    The Hòa Bình Campaign was a major French Union military operation against the Viet Minh during the First Indochina War, focused on controlling the strategic Hòa Bình region in northern Vietnam.
  • D. September Campaign
    The September Campaign was the 1939 German and Soviet invasion of Poland that marked the beginning of World War II in Europe.
  • E. Majuba campaign
    The Majuba campaign was a British military operation during the First Boer War, culminating in the 1881 Battle of Majuba Hill and marked by a decisive Boer victory that led to the restoration of Transvaal self-government.
  • 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: Klendathu campaign
Triple: [Lieutenant Jean Rasczak, deathContext, Klendathu campaign]
Generated description
The Klendathu campaign is a major military operation in the Starship Troopers universe, depicting humanity’s disastrous early invasion of the Arachnid homeworld.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Klendathu campaign
Target entity description: The Klendathu campaign is a major military operation in the Starship Troopers universe, depicting humanity’s disastrous early invasion of the Arachnid homeworld.
  • A. Kert campaign
    The Kert campaign was a Spanish military operation in northern Morocco in the early 20th century, conducted along the Kert River against local resistance during Spain’s colonial expansion.
  • B. DMZ campaign
    The DMZ campaign was a series of intense U.S. and North Vietnamese military operations and battles fought around the Demilitarized Zone in Vietnam during the Vietnam War.
  • C. Hòa Bình Campaign
    The Hòa Bình Campaign was a major French Union military operation against the Viet Minh during the First Indochina War, focused on controlling the strategic Hòa Bình region in northern Vietnam.
  • D. September Campaign
    The September Campaign was the 1939 German and Soviet invasion of Poland that marked the beginning of World War II in Europe.
  • E. Majuba campaign
    The Majuba campaign was a British military operation during the First Boer War, culminating in the 1881 Battle of Majuba Hill and marked by a decisive Boer victory that led to the restoration of Transvaal self-government.
  • 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_69e11e58662081909ae346ab384514ca completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15f366f208190abbc6eb4780b2d48 completed April 29, 2026, 1:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b1deccca48190aba8c7913a769101 completed May 18, 2026, 2:10 p.m.
NEDg Description generation batch_6a0b1e9bb68481909945905b369247f0 completed May 18, 2026, 2:13 p.m.
NED2 Entity disambiguation (via description) batch_6a0b1efb36ac8190a4a9c3005ee58d23 completed May 18, 2026, 2:15 p.m.
Created at: April 16, 2026, 8:52 p.m.