Triple

T19312214
Position Surface form Disambiguated ID Type / Status
Subject Juan Rico E482999 entity
Predicate alsoKnownAs P39 FINISHED
Object Johnnie Rico
Johnnie Rico is the main protagonist of Robert A. Heinlein’s science fiction novel "Starship Troopers," known for his journey from civilian to Mobile Infantry officer in an interstellar war.
E1369719 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: Johnnie Rico | Statement: [Juan Rico, alsoKnownAs, Johnnie Rico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnnie Rico
Context triple: [Juan Rico, alsoKnownAs, Johnnie Rico]
  • A. Johnny Marco
    Johnny Marco is the disillusioned Hollywood movie star protagonist of Sofia Coppola’s film "Somewhere," whose aimless, hedonistic lifestyle is disrupted when he must care for his young daughter.
  • B. Eddie Miles
    Eddie Miles was an American professional basketball player and standout collegiate guard from the early 1960s who went on to play in the NBA, most notably for the Detroit Pistons.
  • C. Sonny
    Sonny is the nickname of Albert Francis Capone, the only son of notorious American gangster Al Capone.
  • D. Sonny
    Sonny is a character in the 2018 American drama film "Arizona," which blends dark comedy with thriller elements set against the backdrop of the 2009 housing crisis.
  • E. Sonny
    Sonny is a person whose given name is used as a familiar or primary identifier.
  • 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: Johnnie Rico
Triple: [Juan Rico, alsoKnownAs, Johnnie Rico]
Generated description
Johnnie Rico is the main protagonist of Robert A. Heinlein’s science fiction novel "Starship Troopers," known for his journey from civilian to Mobile Infantry officer in an interstellar war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnnie Rico
Target entity description: Johnnie Rico is the main protagonist of Robert A. Heinlein’s science fiction novel "Starship Troopers," known for his journey from civilian to Mobile Infantry officer in an interstellar war.
  • A. Johnny Marco
    Johnny Marco is the disillusioned Hollywood movie star protagonist of Sofia Coppola’s film "Somewhere," whose aimless, hedonistic lifestyle is disrupted when he must care for his young daughter.
  • B. Eddie Miles
    Eddie Miles was an American professional basketball player and standout collegiate guard from the early 1960s who went on to play in the NBA, most notably for the Detroit Pistons.
  • C. Sonny
    Sonny is the nickname of Albert Francis Capone, the only son of notorious American gangster Al Capone.
  • D. Sonny
    Sonny is a character in the 2018 American drama film "Arizona," which blends dark comedy with thriller elements set against the backdrop of the 2009 housing crisis.
  • E. Sonny
    Sonny is a person whose given name is used as a familiar or primary identifier.
  • 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_69d8e8d04d5c8190baa816986f2b1d1e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e604ce5de081909811c49f56ba94bb completed April 20, 2026, 10:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07145fa1e881909813ed6825d38e2c completed May 15, 2026, 12:41 p.m.
NEDg Description generation batch_6a0714eb6a0c8190bec7ae8ef785a4ab completed May 15, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_6a0718ee8adc8190a74685f9783ba5d5 completed May 15, 2026, 1 p.m.
Created at: April 10, 2026, 1:32 p.m.