Triple
T2854309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Batman Returns |
E63163
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Oswald Cobblepot
Oswald Cobblepot, better known as the Penguin, is a deformed and vengeful crime lord in Gotham City who serves as one of Batman’s most iconic adversaries.
|
E305272
|
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: Oswald Cobblepot | Statement: [Batman Returns, mainCharacter, Oswald Cobblepot]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oswald Cobblepot Context triple: [Batman Returns, mainCharacter, Oswald Cobblepot]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Harvey Dent
Harvey Dent is a prominent Gotham City district attorney who becomes the tragic, disfigured villain Two-Face in the Batman universe.
- 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: Oswald Cobblepot Triple: [Batman Returns, mainCharacter, Oswald Cobblepot]
Generated description
Oswald Cobblepot, better known as the Penguin, is a deformed and vengeful crime lord in Gotham City who serves as one of Batman’s most iconic adversaries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oswald Cobblepot Target entity description: Oswald Cobblepot, better known as the Penguin, is a deformed and vengeful crime lord in Gotham City who serves as one of Batman’s most iconic adversaries.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Harvey Dent
Harvey Dent is a prominent Gotham City district attorney who becomes the tragic, disfigured villain Two-Face in the Batman universe.
- 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_69ab4c407c408190857d25e027155ce9 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf5f21348190a574fa86bc71c76f |
completed | March 7, 2026, 8:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01d8774cc8190aa6ed40b26c4a568 |
completed | March 10, 2026, 1:32 p.m. |
| NEDg | Description generation | batch_69b01ea4e3a481909241383e2c4093d8 |
completed | March 10, 2026, 1:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b01f1a9ac48190b8d2b5247cb2c3d8 |
completed | March 10, 2026, 1:39 p.m. |
Created at: March 6, 2026, 10:02 p.m.