Triple
T2022182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Batman Begins |
E44129
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Ra's al Ghul
Ra's al Ghul is a legendary eco-terrorist and leader of the League of Shadows in the Batman universe, known for his immortality via Lazarus Pits and as one of Batman’s most formidable adversaries.
|
E225270
|
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: Ra's al Ghul | Statement: [Batman Begins, character, Ra's al Ghul]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ra's al Ghul Context triple: [Batman Begins, character, Ra's al Ghul]
-
A.
Talia al Ghul
Talia al Ghul is a key antagonist in DC Comics and related Batman adaptations, known as Ra's al Ghul's daughter who combines lethal combat skills, strategic brilliance, and a complex romantic history with Bruce Wayne.
-
B.
Bane
Bane is a formidable masked villain in the Batman universe, known for his immense physical strength, strategic genius, and role as one of Batman’s most dangerous adversaries.
-
C.
Lex Luthor
Lex Luthor is a brilliant but ruthless billionaire industrialist and Superman’s arch-nemesis, known for using his intellect, resources, and manipulation to oppose superheroes.
-
D.
Francisco Scaramanga
Francisco Scaramanga is the suave, highly skilled assassin and primary antagonist known as the "Man with the Golden Gun" in the James Bond film of the same name.
-
E.
Lennox Cato
Lennox Cato is a British antiques dealer and television expert best known for his appearances on the BBC’s "Antiques Roadshow."
- 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: Ra's al Ghul Triple: [Batman Begins, character, Ra's al Ghul]
Generated description
Ra's al Ghul is a legendary eco-terrorist and leader of the League of Shadows in the Batman universe, known for his immortality via Lazarus Pits and as one of Batman’s most formidable adversaries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ra's al Ghul Target entity description: Ra's al Ghul is a legendary eco-terrorist and leader of the League of Shadows in the Batman universe, known for his immortality via Lazarus Pits and as one of Batman’s most formidable adversaries.
-
A.
Talia al Ghul
Talia al Ghul is a key antagonist in DC Comics and related Batman adaptations, known as Ra's al Ghul's daughter who combines lethal combat skills, strategic brilliance, and a complex romantic history with Bruce Wayne.
-
B.
Bane
Bane is a formidable masked villain in the Batman universe, known for his immense physical strength, strategic genius, and role as one of Batman’s most dangerous adversaries.
-
C.
Lex Luthor
Lex Luthor is a brilliant but ruthless billionaire industrialist and Superman’s arch-nemesis, known for using his intellect, resources, and manipulation to oppose superheroes.
-
D.
Francisco Scaramanga
Francisco Scaramanga is the suave, highly skilled assassin and primary antagonist known as the "Man with the Golden Gun" in the James Bond film of the same name.
-
E.
Lennox Cato
Lennox Cato is a British antiques dealer and television expert best known for his appearances on the BBC’s "Antiques Roadshow."
- 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_69a8891201bc8190aca837be6de41579 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb8efbe148190901d3650aa60408a |
completed | March 7, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae0af60fac8190bc8c8a212a422305 |
completed | March 8, 2026, 11:49 p.m. |
| NEDg | Description generation | batch_69ae0b8bd2bc8190a6f16519f3f6e924 |
completed | March 8, 2026, 11:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae0bf5364c8190bffbbd211a5e11a6 |
completed | March 8, 2026, 11:53 p.m. |
Created at: March 4, 2026, 7:38 p.m.