Triple
T1072112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samuel Galton Jr. |
E23351
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Birmingham gun trade
The Birmingham gun trade was a major British arms-manufacturing industry centered in Birmingham, England, that supplied firearms and related components on a large scale from the 18th through the 19th centuries.
|
E124219
|
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: Birmingham gun trade | Statement: [Samuel Galton Jr., associatedWith, Birmingham gun trade]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birmingham gun trade Context triple: [Samuel Galton Jr., associatedWith, Birmingham gun trade]
-
A.
Birmingham pub bombings
The Birmingham pub bombings were a 1974 IRA terrorist attack in Birmingham, England, in which bombs exploded in two pubs, killing 21 people and injuring many others, becoming one of the deadliest incidents of The Troubles on the British mainland.
-
B.
Firearm Owners Protection Act
The Firearm Owners Protection Act is a 1986 U.S. federal law that revised and relaxed certain gun control provisions while adding new restrictions, including the ban on civilian ownership of newly manufactured machine guns.
-
C.
Moorgate
Moorgate is a historic financial and commercial area in central London, known for its offices, transport links, and proximity to the heart of the City’s banking district.
-
D.
Wigan Wallgate
Wigan Wallgate is a railway station in Wigan, Greater Manchester, serving regional and commuter services on routes including those toward Manchester and Southport.
-
E.
Bloody Friday
Bloody Friday was a day of coordinated IRA bombings in Belfast in July 1972 that caused widespread casualties and became one of the most notorious atrocities of the Troubles in Northern Ireland.
- 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: Birmingham gun trade Triple: [Samuel Galton Jr., associatedWith, Birmingham gun trade]
Generated description
The Birmingham gun trade was a major British arms-manufacturing industry centered in Birmingham, England, that supplied firearms and related components on a large scale from the 18th through the 19th centuries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Birmingham gun trade Target entity description: The Birmingham gun trade was a major British arms-manufacturing industry centered in Birmingham, England, that supplied firearms and related components on a large scale from the 18th through the 19th centuries.
-
A.
Birmingham pub bombings
The Birmingham pub bombings were a 1974 IRA terrorist attack in Birmingham, England, in which bombs exploded in two pubs, killing 21 people and injuring many others, becoming one of the deadliest incidents of The Troubles on the British mainland.
-
B.
Firearm Owners Protection Act
The Firearm Owners Protection Act is a 1986 U.S. federal law that revised and relaxed certain gun control provisions while adding new restrictions, including the ban on civilian ownership of newly manufactured machine guns.
-
C.
Moorgate
Moorgate is a historic financial and commercial area in central London, known for its offices, transport links, and proximity to the heart of the City’s banking district.
-
D.
Wigan Wallgate
Wigan Wallgate is a railway station in Wigan, Greater Manchester, serving regional and commuter services on routes including those toward Manchester and Southport.
-
E.
Bloody Friday
Bloody Friday was a day of coordinated IRA bombings in Belfast in July 1972 that caused widespread casualties and became one of the most notorious atrocities of the Troubles in Northern Ireland.
- 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_69a493ee1f908190992b5f0d1b04459b |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b9296c5c8190a3060fbfdf24f029 |
completed | March 1, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac42a70ab88190ba0f0a62b19af871 |
completed | March 7, 2026, 3:22 p.m. |
| NEDg | Description generation | batch_69ac438772f08190a47a1fbbda306b8a |
completed | March 7, 2026, 3:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac4413c7488190b6d5edc5884f6e61 |
completed | March 7, 2026, 3:28 p.m. |
Created at: March 1, 2026, 7:42 p.m.