Triple
T4980113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hashcat |
E111862
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Jens Steube
Jens Steube is a prominent computer security researcher best known as the creator and lead developer of the Hashcat password recovery tool.
|
E484053
|
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: Jens Steube | Statement: [Hashcat, developer, Jens Steube]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jens Steube Context triple: [Hashcat, developer, Jens Steube]
-
A.
Frank DeFazio
Frank DeFazio is a gruff but warm-hearted Italian-American father and diner owner on the sitcom "Laverne & Shirley," best known as Laverne's protective dad.
-
B.
Christian Chabot
Christian Chabot is an American entrepreneur best known as the co-founder and former CEO of the data visualization software company Tableau.
-
C.
Steve Bodow
Steve Bodow is an American television writer and producer best known for his long-running leadership role on the satirical news program The Daily Show.
-
D.
Pete Edwards
Pete Edwards is an American physician and businessman best known for co-owning and helping to keep Major League Soccer’s Columbus Crew in Columbus, Ohio.
-
E.
Peter DeFazio
Peter DeFazio is an American politician who served for over three decades as a Democratic U.S. Representative from Oregon, becoming one of the longest-serving members of the state's congressional delegation.
- 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: Jens Steube Triple: [Hashcat, developer, Jens Steube]
Generated description
Jens Steube is a prominent computer security researcher best known as the creator and lead developer of the Hashcat password recovery tool.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jens Steube Target entity description: Jens Steube is a prominent computer security researcher best known as the creator and lead developer of the Hashcat password recovery tool.
-
A.
Frank DeFazio
Frank DeFazio is a gruff but warm-hearted Italian-American father and diner owner on the sitcom "Laverne & Shirley," best known as Laverne's protective dad.
-
B.
Christian Chabot
Christian Chabot is an American entrepreneur best known as the co-founder and former CEO of the data visualization software company Tableau.
-
C.
Steve Bodow
Steve Bodow is an American television writer and producer best known for his long-running leadership role on the satirical news program The Daily Show.
-
D.
Pete Edwards
Pete Edwards is an American physician and businessman best known for co-owning and helping to keep Major League Soccer’s Columbus Crew in Columbus, Ohio.
-
E.
Peter DeFazio
Peter DeFazio is an American politician who served for over three decades as a Democratic U.S. Representative from Oregon, becoming one of the longest-serving members of the state's congressional delegation.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7251b7648190bbb0acf0b9148ae6 |
completed | March 20, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a0f90048190998dad99555891c0 |
completed | March 21, 2026, 12:07 p.m. |
| NEDg | Description generation | batch_69be8aec16748190922d3b9de523b1ae |
completed | March 21, 2026, 12:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b80af18819091efdfe242b7b477 |
completed | March 21, 2026, 12:13 p.m. |
Created at: March 20, 2026, 1:33 p.m.