Triple
T2700088
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avengers |
E59209
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Luke Cage
Luke Cage is a Marvel Comics superhero known for his superhuman strength, unbreakable skin, and role as a street-level defender and occasional Avenger.
|
E291490
|
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: Luke Cage | Statement: [Avengers, member, Luke Cage]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luke Cage Context triple: [Avengers, member, Luke Cage]
-
A.
Punisher
Punisher is a Marvel Comics antihero vigilante, typically depicted as Frank Castle, who wages a one-man war on crime using lethal force and military tactics.
-
B.
Punisher
Punisher is Phoebe Bridgers' critically acclaimed 2020 indie rock album known for its intimate songwriting and atmospheric, melancholic sound.
-
C.
Marvel's Daredevil
Marvel's Daredevil is a critically acclaimed Netflix superhero series based on the Marvel Comics character, following blind lawyer Matt Murdock as he fights crime in Hell's Kitchen as the vigilante Daredevil.
-
D.
Sam Wilson
Sam Wilson is a Marvel Comics superhero better known as the Falcon, an ally of Captain America who later takes up the Captain America mantle himself.
-
E.
Ironhide
Ironhide is a tough, battle-hardened Autobot warrior from the Transformers franchise, typically portrayed as a heavily armed security or weapons specialist fiercely loyal to Optimus Prime.
- 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: Luke Cage Triple: [Avengers, member, Luke Cage]
Generated description
Luke Cage is a Marvel Comics superhero known for his superhuman strength, unbreakable skin, and role as a street-level defender and occasional Avenger.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luke Cage Target entity description: Luke Cage is a Marvel Comics superhero known for his superhuman strength, unbreakable skin, and role as a street-level defender and occasional Avenger.
-
A.
Punisher
Punisher is a Marvel Comics antihero vigilante, typically depicted as Frank Castle, who wages a one-man war on crime using lethal force and military tactics.
-
B.
Punisher
Punisher is Phoebe Bridgers' critically acclaimed 2020 indie rock album known for its intimate songwriting and atmospheric, melancholic sound.
-
C.
Marvel's Daredevil
Marvel's Daredevil is a critically acclaimed Netflix superhero series based on the Marvel Comics character, following blind lawyer Matt Murdock as he fights crime in Hell's Kitchen as the vigilante Daredevil.
-
D.
Sam Wilson
Sam Wilson is a Marvel Comics superhero better known as the Falcon, an ally of Captain America who later takes up the Captain America mantle himself.
-
E.
Ironhide
Ironhide is a tough, battle-hardened Autobot warrior from the Transformers franchise, typically portrayed as a heavily armed security or weapons specialist fiercely loyal to Optimus Prime.
- 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_69ab4ac66bc88190b9e4afa5fc843f72 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda34ba508190be8e2c9e4052adfc |
completed | March 7, 2026, 7:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf70f9088190acd4c8bd05deea47 |
completed | March 10, 2026, 5:43 a.m. |
| NEDg | Description generation | batch_69afb045e304819080efecf2738453e6 |
completed | March 10, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb0ab2a8081909e729f883a7438d7 |
completed | March 10, 2026, 5:48 a.m. |
Created at: March 6, 2026, 9:55 p.m.