Triple
T21846645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melbourne underworld |
E539392
|
entity |
| Predicate | hasNotableFigure |
P304
|
FINISHED |
| Object |
Andrew “Benji” Veniamin
Andrew “Benji” Veniamin was a notorious Melbourne underworld hitman and key figure in the city’s gangland killings during the early 2000s.
|
E1505135
|
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: Andrew “Benji” Veniamin | Statement: [Melbourne underworld, hasNotableFigure, Andrew “Benji” Veniamin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew “Benji” Veniamin Context triple: [Melbourne underworld, hasNotableFigure, Andrew “Benji” Veniamin]
-
A.
Benji Wojin
Benji Wojin is one of the children of Google co-founder Sergey Brin.
-
B.
Brian Benben
Brian Benben is an American actor best known for starring in the HBO series "Dream On" and the film "I Come in Peace."
-
C.
Benji McDowell
Benji McDowell is an American football coach best known for leading the Washington Valor in the Arena Football League.
-
D.
Benji Dunn
Benji Dunn is a tech-savvy field agent and close ally of Ethan Hunt in the Mission: Impossible film series, known for his blend of comic relief and resourcefulness.
-
E.
Benji Campbell
Benji Campbell is a central love interest and openly gay high school student in the teen drama series "Love, Victor."
- 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: Andrew “Benji” Veniamin Triple: [Melbourne underworld, hasNotableFigure, Andrew “Benji” Veniamin]
Generated description
Andrew “Benji” Veniamin was a notorious Melbourne underworld hitman and key figure in the city’s gangland killings during the early 2000s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew “Benji” Veniamin Target entity description: Andrew “Benji” Veniamin was a notorious Melbourne underworld hitman and key figure in the city’s gangland killings during the early 2000s.
-
A.
Benji Wojin
Benji Wojin is one of the children of Google co-founder Sergey Brin.
-
B.
Brian Benben
Brian Benben is an American actor best known for starring in the HBO series "Dream On" and the film "I Come in Peace."
-
C.
Benji McDowell
Benji McDowell is an American football coach best known for leading the Washington Valor in the Arena Football League.
-
D.
Benji Dunn
Benji Dunn is a tech-savvy field agent and close ally of Ethan Hunt in the Mission: Impossible film series, known for his blend of comic relief and resourcefulness.
-
E.
Benji Campbell
Benji Campbell is a central love interest and openly gay high school student in the teen drama series "Love, Victor."
- 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_69e0c476c3c88190a92d08ebb59a128a |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0bd546fb48190a7b815233650c2e7 |
completed | April 28, 2026, 1:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a4bcd6d4c81909639fe81379dcf0a |
completed | May 17, 2026, 11:14 p.m. |
| NEDg | Description generation | batch_6a0a4ceefdd88190aa3790bfd9df882b |
completed | May 17, 2026, 11:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a4da50c988190a41a4fcb83ae02a6 |
completed | May 17, 2026, 11:22 p.m. |
Created at: April 16, 2026, 6:55 p.m.