Triple
T8249278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armitage |
E192915
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Raphael Mudge
Raphael Mudge is a cybersecurity expert and software developer best known for creating the Armitage and Cobalt Strike penetration testing tools.
|
E721453
|
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: Raphael Mudge | Statement: [Armitage, creator, Raphael Mudge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raphael Mudge Context triple: [Armitage, creator, Raphael Mudge]
-
A.
Daniel Mudford
Daniel Mudford is a British composer and musician best known for co-composing the score to the cult zombie comedy film "Shaun of the Dead."
-
B.
Anthony Peckham
Anthony Peckham is a South African–born screenwriter best known for scripting films such as "Invictus" and "Sherlock Holmes."
-
C.
Martin Rabbett
Martin Rabbett is an American actor and producer best known for his long-term personal and professional partnership with actor Richard Chamberlain.
-
D.
Alan Meade
Alan Meade is a musician best known as an early former member of the American rock band No Doubt.
-
E.
Alex Mather
Alex Mather is an American entrepreneur best known as the co-founder of the sports media company The Athletic.
- 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: Raphael Mudge Triple: [Armitage, creator, Raphael Mudge]
Generated description
Raphael Mudge is a cybersecurity expert and software developer best known for creating the Armitage and Cobalt Strike penetration testing tools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Raphael Mudge Target entity description: Raphael Mudge is a cybersecurity expert and software developer best known for creating the Armitage and Cobalt Strike penetration testing tools.
-
A.
Daniel Mudford
Daniel Mudford is a British composer and musician best known for co-composing the score to the cult zombie comedy film "Shaun of the Dead."
-
B.
Anthony Peckham
Anthony Peckham is a South African–born screenwriter best known for scripting films such as "Invictus" and "Sherlock Holmes."
-
C.
Martin Rabbett
Martin Rabbett is an American actor and producer best known for his long-term personal and professional partnership with actor Richard Chamberlain.
-
D.
Alan Meade
Alan Meade is a musician best known as an early former member of the American rock band No Doubt.
-
E.
Alex Mather
Alex Mather is an American entrepreneur best known as the co-founder of the sports media company The Athletic.
- 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_69ca82de7b8c81908d8106f8a53cff9b |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb78c817708190ad1c364e12083d26 |
completed | March 31, 2026, 7:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd353888208190941d1c0b7b911cdd |
completed | April 1, 2026, 3:09 p.m. |
| NEDg | Description generation | batch_69cd37a71af481909e82aa29ae558c4a |
completed | April 1, 2026, 3:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4ef034ec8190a4229b21e6088c79 |
completed | April 1, 2026, 4:59 p.m. |
Created at: March 30, 2026, 5:48 p.m.