Triple
T16634127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dizzy Flores |
E404154
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Rasczak's Roughnecks
Rasczak's Roughnecks is an elite Mobile Infantry unit in Robert A. Heinlein's science fiction novel "Starship Troopers," renowned for its brutal combat effectiveness against alien Arachnids.
|
E1224134
|
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: Rasczak's Roughnecks | Statement: [Dizzy Flores, memberOf, Rasczak's Roughnecks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rasczak's Roughnecks Context triple: [Dizzy Flores, memberOf, Rasczak's Roughnecks]
-
A.
The Manassa Mauler
The Manassa Mauler was the ferocious American heavyweight boxing champion Jack Dempsey, famed for his aggressive, power-punching style in the 1910s and 1920s.
-
B.
Memphis Rogues
The Memphis Rogues were a professional soccer team based in Memphis, Tennessee, that competed in the North American Soccer League in the late 1970s and early 1980s.
-
C.
The Rowdy Roadrunners
The Rowdy Roadrunners is the spirited student section that passionately supports the UTSA Roadrunners football team at their games.
-
D.
Macon Mayhem
Macon Mayhem is a professional minor league ice hockey team based in Macon, Georgia, competing in the Southern Professional Hockey League (SPHL).
-
E.
Fargo Force
Fargo Force is a junior ice hockey team based in Fargo, North Dakota, that competes in the United States Hockey League (USHL).
- 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: Rasczak's Roughnecks Triple: [Dizzy Flores, memberOf, Rasczak's Roughnecks]
Generated description
Rasczak's Roughnecks is an elite Mobile Infantry unit in Robert A. Heinlein's science fiction novel "Starship Troopers," renowned for its brutal combat effectiveness against alien Arachnids.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rasczak's Roughnecks Target entity description: Rasczak's Roughnecks is an elite Mobile Infantry unit in Robert A. Heinlein's science fiction novel "Starship Troopers," renowned for its brutal combat effectiveness against alien Arachnids.
-
A.
The Manassa Mauler
The Manassa Mauler was the ferocious American heavyweight boxing champion Jack Dempsey, famed for his aggressive, power-punching style in the 1910s and 1920s.
-
B.
Memphis Rogues
The Memphis Rogues were a professional soccer team based in Memphis, Tennessee, that competed in the North American Soccer League in the late 1970s and early 1980s.
-
C.
The Rowdy Roadrunners
The Rowdy Roadrunners is the spirited student section that passionately supports the UTSA Roadrunners football team at their games.
-
D.
Macon Mayhem
Macon Mayhem is a professional minor league ice hockey team based in Macon, Georgia, competing in the Southern Professional Hockey League (SPHL).
-
E.
Fargo Force
Fargo Force is a junior ice hockey team based in Fargo, North Dakota, that competes in the United States Hockey League (USHL).
- 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_69d8838a41f08190b0c3f79c47df5078 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e378e8a76c8190bf08e6f6dec63c50 |
completed | April 18, 2026, 12:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007dc05bd881909c6b2e0d95622aa1 |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007e1909b88190ad2587b5d5433e2e |
completed | May 10, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007eda229c8190a6b99400141cf0b6 |
completed | May 10, 2026, 12:49 p.m. |
Created at: April 10, 2026, 5:17 a.m.