Triple

T4752957
Position Surface form Disambiguated ID Type / Status
Subject Johnny Rico E105519 entity
Predicate fullName P16 FINISHED
Object Juan Rico
Juan Rico is the fictional protagonist of Robert A. Heinlein’s military science fiction novel "Starship Troopers," known for his service in the Mobile Infantry fighting alien arachnids.
E482999 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: Juan Rico | Statement: [Johnny Rico, fullName, Juan Rico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Juan Rico
Context triple: [Johnny Rico, fullName, Juan Rico]
  • A. Raúl
    Raúl is a masculine given name of Spanish origin commonly used in Spanish-speaking countries.
  • B. Silvestre Reyes
    Silvestre Reyes is an American politician and former U.S. Representative from Texas who served as chair of the House Intelligence Committee.
  • C. Armando Diaz
    Armando Diaz was an Italian general best known for leading Italy to victory on the Italian Front during World War I, particularly at the Battle of Vittorio Veneto.
  • D. Antonio Moreno
    Antonio Moreno was a Spanish-born American actor prominent in early Hollywood cinema, known for his roles in silent films and later sound productions.
  • E. Rio Morales
    Rio Morales is the caring and politically active mother of Miles Morales in the Spider-Man franchise, known for supporting her son while working as a nurse in New York City.
  • 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: Juan Rico
Triple: [Johnny Rico, fullName, Juan Rico]
Generated description
Juan Rico is the fictional protagonist of Robert A. Heinlein’s military science fiction novel "Starship Troopers," known for his service in the Mobile Infantry fighting alien arachnids.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Juan Rico
Target entity description: Juan Rico is the fictional protagonist of Robert A. Heinlein’s military science fiction novel "Starship Troopers," known for his service in the Mobile Infantry fighting alien arachnids.
  • A. Raúl
    Raúl is a masculine given name of Spanish origin commonly used in Spanish-speaking countries.
  • B. Silvestre Reyes
    Silvestre Reyes is an American politician and former U.S. Representative from Texas who served as chair of the House Intelligence Committee.
  • C. Armando Diaz
    Armando Diaz was an Italian general best known for leading Italy to victory on the Italian Front during World War I, particularly at the Battle of Vittorio Veneto.
  • D. Antonio Moreno
    Antonio Moreno was a Spanish-born American actor prominent in early Hollywood cinema, known for his roles in silent films and later sound productions.
  • E. Rio Morales
    Rio Morales is the caring and politically active mother of Miles Morales in the Spider-Man franchise, known for supporting her son while working as a nurse in New York City.
  • 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_69bd43f07fa48190954317d01600994a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64e5fba88190b1f28d1b0eed3f8e completed March 20, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be81a68c2081909048920f4469ecab completed March 21, 2026, 11:31 a.m.
NEDg Description generation batch_69be83b10e048190889289ac2ca9f07f completed March 21, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69be843e2e50819099b2b73498c7c16e completed March 21, 2026, 11:42 a.m.
Created at: March 20, 2026, 1:20 p.m.