Triple
T6674027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balao-class submarine |
E151803
|
entity |
| Predicate | notableConversion |
P13888
|
FINISHED |
| Object |
GUPPY modernization program
The GUPPY modernization program was a U.S. Navy initiative that extensively upgraded World War II-era submarines with improved hull streamlining, batteries, and sonar to enhance their underwater performance during the early Cold War.
|
E611062
|
NE FINISHED |
How this triple was built (5 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: GUPPY modernization program | Statement: [Balao-class submarine, notableConversion, GUPPY modernization program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GUPPY modernization program Context triple: [Balao-class submarine, notableConversion, GUPPY modernization program]
-
A.
Midway modernization programs
Midway modernization programs are a series of infrastructure and facility upgrades aimed at expanding capacity, improving passenger experience, and modernizing Chicago Midway International Airport.
-
B.
Philippine Navy Modernization Program
The Philippine Navy Modernization Program is a long-term initiative to upgrade the Navy’s ships, aircraft, weapons, and infrastructure to enhance the country’s maritime defense and security capabilities.
-
C.
Arctic and Offshore Patrol Ship program
The Arctic and Offshore Patrol Ship program is a Canadian naval procurement initiative to build a fleet of ice-capable patrol vessels for asserting sovereignty and conducting security and support operations in the Arctic and offshore waters.
-
D.
VC-25B Presidential Aircraft Recapitalization program
The VC-25B Presidential Aircraft Recapitalization program is the U.S. Air Force initiative to design, modify, and field the next generation of highly secure, long-range aircraft that will serve as the primary presidential transport.
-
E.
Imperial Japanese Navy shipbuilding program
The Imperial Japanese Navy shipbuilding program was the coordinated effort by Japan’s naval authorities to design, construct, and expand its fleet of warships and support vessels, particularly during the late 19th and early 20th centuries.
- 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: GUPPY modernization program Triple: [Balao-class submarine, notableConversion, GUPPY modernization program]
Generated description
The GUPPY modernization program was a U.S. Navy initiative that extensively upgraded World War II-era submarines with improved hull streamlining, batteries, and sonar to enhance their underwater performance during the early Cold War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GUPPY modernization program Target entity description: The GUPPY modernization program was a U.S. Navy initiative that extensively upgraded World War II-era submarines with improved hull streamlining, batteries, and sonar to enhance their underwater performance during the early Cold War.
-
A.
Midway modernization programs
Midway modernization programs are a series of infrastructure and facility upgrades aimed at expanding capacity, improving passenger experience, and modernizing Chicago Midway International Airport.
-
B.
Philippine Navy Modernization Program
The Philippine Navy Modernization Program is a long-term initiative to upgrade the Navy’s ships, aircraft, weapons, and infrastructure to enhance the country’s maritime defense and security capabilities.
-
C.
Arctic and Offshore Patrol Ship program
The Arctic and Offshore Patrol Ship program is a Canadian naval procurement initiative to build a fleet of ice-capable patrol vessels for asserting sovereignty and conducting security and support operations in the Arctic and offshore waters.
-
D.
VC-25B Presidential Aircraft Recapitalization program
The VC-25B Presidential Aircraft Recapitalization program is the U.S. Air Force initiative to design, modify, and field the next generation of highly secure, long-range aircraft that will serve as the primary presidential transport.
-
E.
Imperial Japanese Navy shipbuilding program
The Imperial Japanese Navy shipbuilding program was the coordinated effort by Japan’s naval authorities to design, construct, and expand its fleet of warships and support vessels, particularly during the late 19th and early 20th centuries.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableConversion Context triple: [Balao-class submarine, notableConversion, GUPPY modernization program]
-
A.
notableChange
chosen
Indicates a significant alteration or shift in the state, condition, or characteristics of an entity or relationship.
-
B.
notableDuring
Indicates that something was especially prominent, active, or significant during a particular time period or event.
-
C.
notableFor
Indicates that an entity is especially recognized or distinguished for a particular quality, achievement, characteristic, or role.
-
D.
notableAdvance
Indicates that one entity represents a significant improvement, breakthrough, or progress over another in a particular domain or context.
-
E.
notableFeat
Indicates that an entity is recognized for having achieved or performed a particularly significant or distinguished feat.
- F. None of above.
Provenance (6 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_69c687f830bc81909eb8b04dbb8450b1 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6c0aa8c5c8190a302b261f11b70cb |
completed | March 27, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6f7a10ec08190983a66b874a1d541 |
completed | March 27, 2026, 9:33 p.m. |
| NEDg | Description generation | batch_69c6f8d27d388190816cfeefbe1519d8 |
completed | March 27, 2026, 9:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f96c215081909e9d7a6e0a811f18 |
completed | March 27, 2026, 9:41 p.m. |
| PD | Predicate disambiguation | batch_69c6ad0b6d00819086205b8ce30dd045 |
completed | March 27, 2026, 4:15 p.m. |
Created at: March 27, 2026, 2:03 p.m.