Triple
T9133601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secret Invasion |
E219147
|
entity |
| Predicate | letterer |
P36863
|
FINISHED |
| Object |
Chris Eliopoulos
Chris Eliopoulos is an American comic book letterer and cartoonist known for his extensive work at Marvel Comics and for creating the all-ages series "Franklin Richards: Son of a Genius."
|
E796145
|
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: Chris Eliopoulos | Statement: [Secret Invasion, letterer, Chris Eliopoulos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chris Eliopoulos Context triple: [Secret Invasion, letterer, Chris Eliopoulos]
-
A.
Jim Sclavunos
Jim Sclavunos is an American musician, producer, and multi-instrumentalist best known for his work as a drummer and percussionist with bands such as Nick Cave and the Bad Seeds and various influential post-punk and alternative rock acts.
-
B.
Scott Heiferman
Scott Heiferman is an American entrepreneur best known for co-founding the social networking platform Meetup, which helps people organize and attend local in-person events.
-
C.
Gary Dourdan
Gary Dourdan is an American actor best known for playing Warrick Brown on the television series CSI: Crime Scene Investigation.
-
D.
Stephen Blinn
Stephen Blinn is a screenwriter best known for his work on the Christian apocalyptic film "The Omega Code."
-
E.
Rick Blangiardi
Rick Blangiardi is an American politician and former television executive who serves as the mayor of Honolulu, Hawaii.
- 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: Chris Eliopoulos Triple: [Secret Invasion, letterer, Chris Eliopoulos]
Generated description
Chris Eliopoulos is an American comic book letterer and cartoonist known for his extensive work at Marvel Comics and for creating the all-ages series "Franklin Richards: Son of a Genius."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chris Eliopoulos Target entity description: Chris Eliopoulos is an American comic book letterer and cartoonist known for his extensive work at Marvel Comics and for creating the all-ages series "Franklin Richards: Son of a Genius."
-
A.
Jim Sclavunos
Jim Sclavunos is an American musician, producer, and multi-instrumentalist best known for his work as a drummer and percussionist with bands such as Nick Cave and the Bad Seeds and various influential post-punk and alternative rock acts.
-
B.
Scott Heiferman
Scott Heiferman is an American entrepreneur best known for co-founding the social networking platform Meetup, which helps people organize and attend local in-person events.
-
C.
Gary Dourdan
Gary Dourdan is an American actor best known for playing Warrick Brown on the television series CSI: Crime Scene Investigation.
-
D.
Stephen Blinn
Stephen Blinn is a screenwriter best known for his work on the Christian apocalyptic film "The Omega Code."
-
E.
Rick Blangiardi
Rick Blangiardi is an American politician and former television executive who serves as the mayor of Honolulu, Hawaii.
- 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_69ca83debfc0819095800583e97ab10f |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8dccecc81908d8fc641c419ca6a |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d100b451c88190aae0ef240906ce0c |
completed | April 4, 2026, 12:14 p.m. |
| NEDg | Description generation | batch_69d1025c68408190b5f2e23d7a2f2221 |
completed | April 4, 2026, 12:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d102b154f88190b13868ce5df59510 |
completed | April 4, 2026, 12:23 p.m. |
Created at: March 30, 2026, 7:18 p.m.