Triple
T9222558
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Drew Pearce |
E221596
|
entity |
| Predicate | wroteForFranchise |
P39171
|
FINISHED |
| Object |
Iron Man film series
The Iron Man film series is a trio of Marvel Cinematic Universe superhero movies starring Robert Downey Jr. as Tony Stark, whose armored alter ego helped launch and define the MCU’s global success.
|
E784931
|
NE FINISHED |
How this triple was built (5 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: Iron Man film series | Statement: [Drew Pearce, wroteForFranchise, Iron Man film series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iron Man film series Context triple: [Drew Pearce, wroteForFranchise, Iron Man film series]
-
A.
The Avengers film series
The Avengers film series is a collection of Marvel Cinematic Universe superhero ensemble movies that bring together characters like Iron Man, Captain America, Thor, and others to battle large-scale threats.
-
B.
Iron Man
Iron Man is a popular Marvel Comics superhero and central figure in the Marvel Cinematic Universe, known for his high-tech armored suit and alter ego Tony Stark.
-
C.
Iron Man
Iron Man is the nickname of early 20th-century Major League Baseball pitcher Joe McGinnity, renowned for his exceptional durability and heavy workload on the mound.
-
D.
The Iron Man
The Iron Man is a 1968 science fiction children's novel by Ted Hughes about a gigantic metal figure who befriends a young boy and ultimately saves the world from a cosmic threat.
-
E.
Ironman
Ironman is the 1996 debut solo studio album by Wu-Tang Clan member Ghostface Killah, known for its soulful production and dense, narrative-driven lyricism.
- 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: Iron Man film series Triple: [Drew Pearce, wroteForFranchise, Iron Man film series]
Generated description
The Iron Man film series is a trio of Marvel Cinematic Universe superhero movies starring Robert Downey Jr. as Tony Stark, whose armored alter ego helped launch and define the MCU’s global success.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iron Man film series Target entity description: The Iron Man film series is a trio of Marvel Cinematic Universe superhero movies starring Robert Downey Jr. as Tony Stark, whose armored alter ego helped launch and define the MCU’s global success.
-
A.
The Avengers film series
The Avengers film series is a collection of Marvel Cinematic Universe superhero ensemble movies that bring together characters like Iron Man, Captain America, Thor, and others to battle large-scale threats.
-
B.
Iron Man
Iron Man is a popular Marvel Comics superhero and central figure in the Marvel Cinematic Universe, known for his high-tech armored suit and alter ego Tony Stark.
-
C.
Iron Man
Iron Man is the nickname of early 20th-century Major League Baseball pitcher Joe McGinnity, renowned for his exceptional durability and heavy workload on the mound.
-
D.
The Iron Man
The Iron Man is a 1968 science fiction children's novel by Ted Hughes about a gigantic metal figure who befriends a young boy and ultimately saves the world from a cosmic threat.
-
E.
Ironman
Ironman is the nickname of Tomonori Kanemoto, a famed Japanese professional baseball player known for his remarkable durability and consecutive games played streak.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: wroteForFranchise Context triple: [Drew Pearce, wroteForFranchise, Iron Man film series]
-
A.
writtenForCharacter
Indicates that a piece of writing (such as a script, scene, or dialogue) was specifically created or tailored for a particular character.
-
B.
franchiseWorkedOn
chosen
Indicates that an entity has contributed work to, or been professionally involved with, a particular franchise.
-
C.
portrayedInFranchise
Indicates that an entity is depicted as a character or element within a specific media franchise.
-
D.
originallyWrittenFor
Indicates that a work was initially created or composed with a particular recipient, medium, context, or purpose in mind.
-
E.
usedByFranchise
Indicates that something (such as a resource, asset, or element) is utilized or employed by a particular franchise.
- F. None of above.
Provenance (6 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_69ca83ec8db08190a9110df8232885d2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccda76e3648190af9e24381db7679a |
completed | April 1, 2026, 8:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d066384a908190b833d4ae5b3c5074 |
completed | April 4, 2026, 1:15 a.m. |
| NEDg | Description generation | batch_69d06771ba808190a7b10f664425e76e |
completed | April 4, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d068087ab881908edcfd384a2e3f07 |
completed | April 4, 2026, 1:23 a.m. |
| PD | Predicate disambiguation | batch_69cc7a3daeb481908b0abde3fbc1f1f0 |
completed | April 1, 2026, 1:51 a.m. |
Created at: March 30, 2026, 7:28 p.m.