Triple
T14876887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Extremis |
E349889
|
entity |
| Predicate | publishedInIssue |
P309
|
FINISHED |
| Object |
Iron Man Vol. 4 #4
Iron Man Vol. 4 #4 is an issue of the Marvel Comics series featuring Tony Stark during the modern "Extremis" era, showcasing a technologically updated and more psychologically complex Iron Man.
|
E1131471
|
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: Iron Man Vol. 4 #4 | Statement: [Extremis, publishedInIssue, Iron Man Vol. 4 #4]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iron Man Vol. 4 #4 Context triple: [Extremis, publishedInIssue, Iron Man Vol. 4 #4]
-
A.
Iron Man Vol. 4 #3
Iron Man Vol. 4 #3 is an issue of the Marvel Comics series featuring Tony Stark during the modern "Extremis" era, showcasing a technologically updated and more psychologically complex Iron Man.
-
B.
Iron Man Vol. 4 #2
Iron Man Vol. 4 #2 is a 2005 Marvel Comics issue of the Iron Man series notable for featuring part of the influential "Extremis" storyline that redefined Tony Stark’s armor and abilities.
-
C.
Iron Man vol. 4 #1
Iron Man vol. 4 #1 is a 2005 Marvel Comics issue that launched a new Iron Man series, notable for introducing the character Aldrich Killian and exploring updated, technologically driven storylines for Tony Stark.
-
D.
Iron Man Vol. 1 #304
Iron Man Vol. 1 #304 is a 1994 Marvel Comics issue notable for debuting Tony Stark’s Hulkbuster armor designed to battle the Hulk.
-
E.
Iron Man #281
Iron Man #281 is a 1992 Marvel Comics issue notable for debuting the War Machine armor that would become closely associated with James "Rhodey" Rhodes.
- 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 Vol. 4 #4 Triple: [Extremis, publishedInIssue, Iron Man Vol. 4 #4]
Generated description
Iron Man Vol. 4 #4 is an issue of the Marvel Comics series featuring Tony Stark during the modern "Extremis" era, showcasing a technologically updated and more psychologically complex Iron Man.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Iron Man Vol. 4 #4 Target entity description: Iron Man Vol. 4 #4 is an issue of the Marvel Comics series featuring Tony Stark during the modern "Extremis" era, showcasing a technologically updated and more psychologically complex Iron Man.
-
A.
Iron Man Vol. 4 #3
Iron Man Vol. 4 #3 is an issue of the Marvel Comics series featuring Tony Stark during the modern "Extremis" era, showcasing a technologically updated and more psychologically complex Iron Man.
-
B.
Iron Man Vol. 4 #2
Iron Man Vol. 4 #2 is a 2005 Marvel Comics issue of the Iron Man series notable for featuring part of the influential "Extremis" storyline that redefined Tony Stark’s armor and abilities.
-
C.
Iron Man vol. 4 #1
Iron Man vol. 4 #1 is a 2005 Marvel Comics issue that launched a new Iron Man series, notable for introducing the character Aldrich Killian and exploring updated, technologically driven storylines for Tony Stark.
-
D.
Iron Man Vol. 1 #304
Iron Man Vol. 1 #304 is a 1994 Marvel Comics issue notable for debuting Tony Stark’s Hulkbuster armor designed to battle the Hulk.
-
E.
Iron Man #281
Iron Man #281 is a 1992 Marvel Comics issue notable for debuting the War Machine armor that would become closely associated with James "Rhodey" Rhodes.
- 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_69fe9687a5888190a6e6ffd781f64edc |
completed | May 9, 2026, 2:05 a.m. |
| NEDg | Description generation | batch_69fe990b6ab48190b153a912f16c8c8d |
completed | May 9, 2026, 2:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe993c6094819086f0de1743272fd4 |
completed | May 9, 2026, 2:17 a.m. |
Created at: April 10, 2026, 1:55 a.m.