Triple
T2022192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Batman Begins |
E44129
|
entity |
| Predicate | featuresOrganization |
P629
|
FINISHED |
| Object |
League of Shadows
The League of Shadows is a secretive, centuries-old organization in the Batman universe dedicated to using extreme, often violent methods to restore what it sees as balance to civilization.
|
E225272
|
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: League of Shadows | Statement: [Batman Begins, featuresOrganization, League of Shadows]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: League of Shadows Context triple: [Batman Begins, featuresOrganization, League of Shadows]
-
A.
Tournament of Shadows
Tournament of Shadows is an alternative name for the 19th-century geopolitical rivalry between the British and Russian Empires in Central Asia, commonly known as the Great Game.
-
B.
Shadowlands
Shadowlands is a biographical stage play and later film that poignantly depicts the relationship between author C.S. Lewis and American poet Joy Davidman, exploring themes of love, faith, and loss.
-
C.
Cobra’s Curse
Cobra’s Curse is a family-friendly spinning roller coaster at Busch Gardens Tampa Bay themed around an ancient Egyptian serpent god, featuring a vertical lift and both forward and backward sections.
-
D.
Panel of the Wise
The Panel of the Wise is a consultative body of eminent African personalities that advises and supports the African Union in conflict prevention, mediation, and peacebuilding efforts across the continent.
-
E.
In the Dark
"In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
- 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: League of Shadows Triple: [Batman Begins, featuresOrganization, League of Shadows]
Generated description
The League of Shadows is a secretive, centuries-old organization in the Batman universe dedicated to using extreme, often violent methods to restore what it sees as balance to civilization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: League of Shadows Target entity description: The League of Shadows is a secretive, centuries-old organization in the Batman universe dedicated to using extreme, often violent methods to restore what it sees as balance to civilization.
-
A.
Tournament of Shadows
Tournament of Shadows is an alternative name for the 19th-century geopolitical rivalry between the British and Russian Empires in Central Asia, commonly known as the Great Game.
-
B.
Shadowlands
Shadowlands is a biographical stage play and later film that poignantly depicts the relationship between author C.S. Lewis and American poet Joy Davidman, exploring themes of love, faith, and loss.
-
C.
Cobra’s Curse
Cobra’s Curse is a family-friendly spinning roller coaster at Busch Gardens Tampa Bay themed around an ancient Egyptian serpent god, featuring a vertical lift and both forward and backward sections.
-
D.
Panel of the Wise
The Panel of the Wise is a consultative body of eminent African personalities that advises and supports the African Union in conflict prevention, mediation, and peacebuilding efforts across the continent.
-
E.
In the Dark
"In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
- 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.