Triple
T12911830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brotherhood of Steel |
E308881
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Roger Maxson
Roger Maxson is a pivotal figure in the Fallout universe, known as the visionary military leader who established the technologically advanced Brotherhood of Steel after the Great War.
|
E1056787
|
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: Roger Maxson | Statement: [Brotherhood of Steel, founder, Roger Maxson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roger Maxson Context triple: [Brotherhood of Steel, founder, Roger Maxson]
-
A.
Louis Barron
Louis Barron was an American electronic music pioneer best known for co-creating the groundbreaking, fully electronic score for the 1956 science fiction film "Forbidden Planet."
-
B.
Charles Guggenheim
Charles Guggenheim was an American documentary filmmaker renowned for his politically engaged and historically focused films, earning multiple Academy Awards over his career.
-
C.
Seymour Parrish
Seymour Parrish is the lonely, obsessive photo technician portrayed by Robin Williams in the psychological thriller film "One Hour Photo."
-
D.
Phil Alden Robinson
Phil Alden Robinson is an American screenwriter and director best known for writing and directing the acclaimed baseball fantasy film "Field of Dreams."
-
E.
George Massenburg
George Massenburg is an acclaimed American recording engineer, producer, and inventor renowned for his pioneering work in audio technology and studio production.
- 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: Roger Maxson Triple: [Brotherhood of Steel, founder, Roger Maxson]
Generated description
Roger Maxson is a pivotal figure in the Fallout universe, known as the visionary military leader who established the technologically advanced Brotherhood of Steel after the Great War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roger Maxson Target entity description: Roger Maxson is a pivotal figure in the Fallout universe, known as the visionary military leader who established the technologically advanced Brotherhood of Steel after the Great War.
-
A.
Louis Barron
Louis Barron was an American electronic music pioneer best known for co-creating the groundbreaking, fully electronic score for the 1956 science fiction film "Forbidden Planet."
-
B.
Charles Guggenheim
Charles Guggenheim was an American documentary filmmaker renowned for his politically engaged and historically focused films, earning multiple Academy Awards over his career.
-
C.
Seymour Parrish
Seymour Parrish is the lonely, obsessive photo technician portrayed by Robin Williams in the psychological thriller film "One Hour Photo."
-
D.
Phil Alden Robinson
Phil Alden Robinson is an American screenwriter and director best known for writing and directing the acclaimed baseball fantasy film "Field of Dreams."
-
E.
George Massenburg
George Massenburg is an acclaimed American recording engineer, producer, and inventor renowned for his pioneering work in audio technology and studio production.
- 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_69d7bdf92b588190acdf2a2291ac4590 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9719f96248190b746f9d4a468560c |
completed | April 10, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d3188f88190aafbb1cf97317dc8 |
completed | May 3, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f79e77b5e88190a85f4061c8abb8a4 |
completed | May 3, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f79fa5249481909b2c046ed9801371 |
completed | May 3, 2026, 7:19 p.m. |
Created at: April 9, 2026, 5:41 p.m.