Triple
T14878130
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Stark |
E349921
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Avengers technology
Avengers technology refers to the advanced, often experimental suite of weapons, armor, vehicles, and support systems used by the Avengers, integrating cutting-edge engineering, artificial intelligence, and energy research within the Marvel universe.
|
E1125287
|
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: Avengers technology | Statement: [Howard Stark, influenced, Avengers technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Avengers technology Context triple: [Howard Stark, influenced, Avengers technology]
-
A.
Iron Man armor
The Iron Man armor is a highly advanced powered exoskeleton suit created by Tony Stark that grants its wearer superhuman strength, flight, and an array of sophisticated weapons and defensive technologies.
-
B.
Arc Reactor
The Arc Reactor is a fictional, compact clean-energy power source in the Marvel universe that Tony Stark designs to sustain his life and fuel his Iron Man armor.
-
C.
Iron Man Mark 42 armor
The Iron Man Mark 42 armor is a modular, remote-controlled suit worn by Tony Stark in Iron Man 3, notable for its ability to fly to and assemble around him piece by piece.
-
D.
Avengers Unity Division
The Avengers Unity Division is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
-
E.
Iron Man Mark 43 armor
The Iron Man Mark 43 armor is an upgraded, red-and-gold suit worn by Tony Stark in the Marvel Cinematic Universe, prominently featured in "Avengers: Age of Ultron" with enhanced combat and flight capabilities.
- 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: Avengers technology Triple: [Howard Stark, influenced, Avengers technology]
Generated description
Avengers technology refers to the advanced, often experimental suite of weapons, armor, vehicles, and support systems used by the Avengers, integrating cutting-edge engineering, artificial intelligence, and energy research within the Marvel universe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Avengers technology Target entity description: Avengers technology refers to the advanced, often experimental suite of weapons, armor, vehicles, and support systems used by the Avengers, integrating cutting-edge engineering, artificial intelligence, and energy research within the Marvel universe.
-
A.
Iron Man armor
The Iron Man armor is a highly advanced powered exoskeleton suit created by Tony Stark that grants its wearer superhuman strength, flight, and an array of sophisticated weapons and defensive technologies.
-
B.
Arc Reactor
The Arc Reactor is a fictional, compact clean-energy power source in the Marvel universe that Tony Stark designs to sustain his life and fuel his Iron Man armor.
-
C.
Iron Man Mark 42 armor
The Iron Man Mark 42 armor is a modular, remote-controlled suit worn by Tony Stark in Iron Man 3, notable for its ability to fly to and assemble around him piece by piece.
-
D.
Avengers Unity Division
The Avengers Unity Division is a Marvel Comics superhero team that unites members of the Avengers and the X-Men to promote cooperation between humans and mutants.
-
E.
Iron Man Mark 43 armor
The Iron Man Mark 43 armor is an upgraded, red-and-gold suit worn by Tony Stark in the Marvel Cinematic Universe, prominently featured in "Avengers: Age of Ultron" with enhanced combat and flight capabilities.
- 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_69d822ee4f408190b6ac3b2fa434f0df |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded5e4e4448190a8796573bc6d1069 |
completed | April 15, 2026, 12:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b5670108190b41ef95dc318be60 |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6d3aa2f08190b02c6157c03a2ba5 |
completed | May 8, 2026, 11:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6db30e9c81908fbad7b932799a7a |
completed | May 8, 2026, 11:11 p.m. |
Created at: April 10, 2026, 1:55 a.m.