Triple
T4752958
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnny Rico |
E105519
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Juan "Johnny" Rico
Juan "Johnny" Rico is the protagonist of Robert A. Heinlein's science fiction novel "Starship Troopers," a young soldier who rises through the ranks of the Mobile Infantry during an interstellar war.
|
E467471
|
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 "Johnny" Rico | Statement: [Johnny Rico, alsoKnownAs, Juan "Johnny" Rico]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Juan "Johnny" Rico Context triple: [Johnny Rico, alsoKnownAs, Juan "Johnny" Rico]
-
A.
Adrian Balboa
Adrian Balboa is a central character in the Rocky film series, known as Rocky Balboa’s devoted wife and emotional anchor throughout his boxing career.
-
B.
Al Lopez
Al Lopez was a Hall of Fame Major League Baseball manager and former catcher best known for leading the Cleveland Indians and Chicago White Sox to American League pennants in the 1950s and early 1960s.
-
C.
Lou Antonio
Lou Antonio is an American actor and television director known for his work in film and TV from the 1960s onward, including roles in socially conscious dramas and popular series.
-
D.
Ramon Estevez
Ramon Estevez is an American actor and producer, also known as Ramon Sheen, and the son of acclaimed actor Martin Sheen.
-
E.
Herculez Gomez
Herculez Gomez is a retired American soccer forward known for his goal-scoring in Major League Soccer and appearances with the United States national team.
- 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 "Johnny" Rico Triple: [Johnny Rico, alsoKnownAs, Juan "Johnny" Rico]
Generated description
Juan "Johnny" Rico is the protagonist of Robert A. Heinlein's science fiction novel "Starship Troopers," a young soldier who rises through the ranks of the Mobile Infantry during an interstellar war.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Juan "Johnny" Rico Target entity description: Juan "Johnny" Rico is the protagonist of Robert A. Heinlein's science fiction novel "Starship Troopers," a young soldier who rises through the ranks of the Mobile Infantry during an interstellar war.
-
A.
Adrian Balboa
Adrian Balboa is a central character in the Rocky film series, known as Rocky Balboa’s devoted wife and emotional anchor throughout his boxing career.
-
B.
Al Lopez
Al Lopez was a Hall of Fame Major League Baseball manager and former catcher best known for leading the Cleveland Indians and Chicago White Sox to American League pennants in the 1950s and early 1960s.
-
C.
Lou Antonio
Lou Antonio is an American actor and television director known for his work in film and TV from the 1960s onward, including roles in socially conscious dramas and popular series.
-
D.
Ramon Estevez
Ramon Estevez is an American actor and producer, also known as Ramon Sheen, and the son of acclaimed actor Martin Sheen.
-
E.
Herculez Gomez
Herculez Gomez is a retired American soccer forward known for his goal-scoring in Major League Soccer and appearances with the United States national team.
- 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_69be3a6600e481909c3fb1decf23d7d8 |
completed | March 21, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69be3d05e8a081908cdcb37620078fa6 |
completed | March 21, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3daa7e0081908971df65613c9df6 |
completed | March 21, 2026, 6:41 a.m. |
Created at: March 20, 2026, 1:20 p.m.