Triple
T4752954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnny Rico |
E105519
|
entity |
| Predicate | conflict |
P12
|
FINISHED |
| Object |
Bug War
Bug War is the interstellar conflict between humanity and the arachnid alien species depicted in Robert A. Heinlein’s science fiction universe, notably involving soldier Johnny Rico.
|
E467470
|
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: Bug War | Statement: [Johnny Rico, conflict, Bug War]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bug War Context triple: [Johnny Rico, conflict, Bug War]
-
A.
Battlecat
Battlecat is a West Coast hip hop producer and DJ known for his smooth, funk-influenced G-funk sound and work with artists like Snoop Dogg and Xzibit.
-
B.
The Battler
The Battler is a short story by Ernest Hemingway that follows a young drifter’s tense encounter with a mentally unstable ex-boxer beside a Midwestern railroad track.
-
C.
Battle Cat
"Battle Cat" is the nickname of the U.S. Navy aircraft carrier USS Kitty Hawk (CV-63), reflecting its powerful and aggressive combat role.
-
D.
Batalha
Batalha is a Portuguese town best known for its UNESCO-listed Batalha Monastery, a masterpiece of Gothic and Manueline architecture.
-
E.
Blitz
The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
- 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: Bug War Triple: [Johnny Rico, conflict, Bug War]
Generated description
Bug War is the interstellar conflict between humanity and the arachnid alien species depicted in Robert A. Heinlein’s science fiction universe, notably involving soldier Johnny Rico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bug War Target entity description: Bug War is the interstellar conflict between humanity and the arachnid alien species depicted in Robert A. Heinlein’s science fiction universe, notably involving soldier Johnny Rico.
-
A.
Battlecat
Battlecat is a West Coast hip hop producer and DJ known for his smooth, funk-influenced G-funk sound and work with artists like Snoop Dogg and Xzibit.
-
B.
The Battler
The Battler is a short story by Ernest Hemingway that follows a young drifter’s tense encounter with a mentally unstable ex-boxer beside a Midwestern railroad track.
-
C.
Battle Cat
"Battle Cat" is the nickname of the U.S. Navy aircraft carrier USS Kitty Hawk (CV-63), reflecting its powerful and aggressive combat role.
-
D.
Batalha
Batalha is a Portuguese town best known for its UNESCO-listed Batalha Monastery, a masterpiece of Gothic and Manueline architecture.
-
E.
Blitz
The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
- 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.