Triple
T19098683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Juan "Johnny" Rico |
E467471
|
entity |
| Predicate | notableRelationship |
P1481
|
FINISHED |
| Object |
Jean V. Dubois
Jean V. Dubois is a character in Robert A. Heinlein’s science fiction novel "Starship Troopers," serving as a philosophical teacher and mentor who profoundly influences protagonist Juan "Johnny" Rico’s understanding of citizenship, duty, and moral responsibility.
|
E1362031
|
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: Jean V. Dubois | Statement: [Juan "Johnny" Rico, notableRelationship, Jean V. Dubois]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean V. Dubois Context triple: [Juan "Johnny" Rico, notableRelationship, Jean V. Dubois]
-
A.
Laurence Tureaud
Laurence Tureaud, better known as Mr. T, is an American actor and former professional wrestler famous for his roles in "Rocky III" and "The A-Team" and his distinctive mohawk and gold chains.
-
B.
Philip J. Pierre
Philip J. Pierre is a Saint Lucian politician who serves as the country’s prime minister and leader of the Saint Lucia Labour Party.
-
C.
Pierre Bouvier
Pierre Bouvier is a Canadian musician best known as the lead vocalist and co-founder of the pop-punk band Simple Plan.
-
D.
Bruce D. Broussard
Bruce D. Broussard is an American business executive best known for leading the health insurance and healthcare services company Humana Inc. as its chief executive.
-
E.
Jean P. Haydon
Jean P. Haydon was a prominent figure in American Samoa, honored for her contributions to the territory’s cultural and civic life.
- 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: Jean V. Dubois Triple: [Juan "Johnny" Rico, notableRelationship, Jean V. Dubois]
Generated description
Jean V. Dubois is a character in Robert A. Heinlein’s science fiction novel "Starship Troopers," serving as a philosophical teacher and mentor who profoundly influences protagonist Juan "Johnny" Rico’s understanding of citizenship, duty, and moral responsibility.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean V. Dubois Target entity description: Jean V. Dubois is a character in Robert A. Heinlein’s science fiction novel "Starship Troopers," serving as a philosophical teacher and mentor who profoundly influences protagonist Juan "Johnny" Rico’s understanding of citizenship, duty, and moral responsibility.
-
A.
Laurence Tureaud
Laurence Tureaud, better known as Mr. T, is an American actor and former professional wrestler famous for his roles in "Rocky III" and "The A-Team" and his distinctive mohawk and gold chains.
-
B.
Philip J. Pierre
Philip J. Pierre is a Saint Lucian politician who serves as the country’s prime minister and leader of the Saint Lucia Labour Party.
-
C.
Pierre Bouvier
Pierre Bouvier is a Canadian musician best known as the lead vocalist and co-founder of the pop-punk band Simple Plan.
-
D.
Bruce D. Broussard
Bruce D. Broussard is an American business executive best known for leading the health insurance and healthcare services company Humana Inc. as its chief executive.
-
E.
Jean P. Haydon
Jean P. Haydon was a prominent figure in American Samoa, honored for her contributions to the territory’s cultural and civic life.
- 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e36c55688190b4a5135ea10c9924 |
completed | April 20, 2026, 8:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f89ed4708190aa55971aa9e91d51 |
completed | May 15, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_6a06f9752f48819092883a4de9706403 |
completed | May 15, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f9d02f1081909d85924a6fc17047 |
completed | May 15, 2026, 10:47 a.m. |
Created at: April 10, 2026, 12:04 p.m.