Triple
T3358200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iron Man 2 |
E70654
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Justin Hammer
Justin Hammer is a wealthy, unscrupulous weapons manufacturer and rival to Tony Stark in the Marvel Cinematic Universe.
|
E351035
|
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: Justin Hammer | Statement: [Iron Man 2, mainCharacter, Justin Hammer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justin Hammer Context triple: [Iron Man 2, mainCharacter, Justin Hammer]
-
A.
Sam Grant
Sam Grant is a nickname for Ulysses S. Grant, the 18th president of the United States and commanding Union general during the American Civil War.
-
B.
Ross Malinger
Ross Malinger is an American former child actor best known for playing Tom Hanks’s young son in the romantic comedy film "Sleepless in Seattle."
-
C.
Dan Osborn
Dan Osborn is a music industry figure best known as a founder of the independent record label Drag City.
-
D.
Carmine Zola
Carmine Zola is a fictional character whose surname links him to the broader Zola family name, though he is not widely recognized outside that context.
-
E.
Rick Flag
Rick Flag is a skilled military leader and field commander in DC Comics, often tasked with overseeing the Suicide Squad’s dangerous black-ops missions.
- 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: Justin Hammer Triple: [Iron Man 2, mainCharacter, Justin Hammer]
Generated description
Justin Hammer is a wealthy, unscrupulous weapons manufacturer and rival to Tony Stark in the Marvel Cinematic Universe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Justin Hammer Target entity description: Justin Hammer is a wealthy, unscrupulous weapons manufacturer and rival to Tony Stark in the Marvel Cinematic Universe.
-
A.
Sam Grant
Sam Grant is a nickname for Ulysses S. Grant, the 18th president of the United States and commanding Union general during the American Civil War.
-
B.
Ross Malinger
Ross Malinger is an American former child actor best known for playing Tom Hanks’s young son in the romantic comedy film "Sleepless in Seattle."
-
C.
Dan Osborn
Dan Osborn is a music industry figure best known as a founder of the independent record label Drag City.
-
D.
Carmine Zola
Carmine Zola is a fictional character whose surname links him to the broader Zola family name, though he is not widely recognized outside that context.
-
E.
Rick Flag
Rick Flag is a skilled military leader and field commander in DC Comics, often tasked with overseeing the Suicide Squad’s dangerous black-ops missions.
- 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_69ad85a660c48190998489309a3b4869 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb26523cc819091006fde7beb32e4 |
completed | March 8, 2026, 5:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3253e91988190bbfdafdf88ab0df1 |
completed | March 12, 2026, 8:42 p.m. |
| NEDg | Description generation | batch_69b326cc82788190b68f1db043f21055 |
completed | March 12, 2026, 8:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3276b55a0819094face2e56001921 |
completed | March 12, 2026, 8:51 p.m. |
Created at: March 8, 2026, 3:13 p.m.