Triple
T18333906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeph Loeb |
E439217
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Hulk: Gray
Hulk: Gray is a comic book limited series that explores Bruce Banner’s early days as the Hulk, focusing on his emotional turmoil and relationship with Betty Ross.
|
E1318295
|
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: Hulk: Gray | Statement: [Jeph Loeb, notableWork, Hulk: Gray]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hulk: Gray Context triple: [Jeph Loeb, notableWork, Hulk: Gray]
-
A.
The Hulkster
The Hulkster is the ring nickname of Hulk Hogan, the iconic professional wrestler and pop culture figure known for his larger-than-life persona in WWE during the 1980s and 1990s.
-
B.
Red Hulk
Red Hulk is a powerful Marvel Comics supervillain-turned-antihero, a gamma-irradiated, red-skinned counterpart to the Hulk known for his immense strength, military ruthlessness, and explosive temper.
-
C.
The Incredible Hulk
The Incredible Hulk is a Marvel Comics superhero who transforms from scientist Bruce Banner into a gigantic, super-strong green monster when enraged.
-
D.
Hulk (after rebellion)
Hulk (after rebellion) is the gladiatorial incarnation of the Hulk in the Marvel Cinematic Universe who breaks free from the Grandmaster’s control on Sakaar and turns against his former captor.
-
E.
Hulk "Dispatch"
Hulk "Dispatch" was a British prison hulk used to confine convicts, associated with the Purton Hulks on the River Severn.
- 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: Hulk: Gray Triple: [Jeph Loeb, notableWork, Hulk: Gray]
Generated description
Hulk: Gray is a comic book limited series that explores Bruce Banner’s early days as the Hulk, focusing on his emotional turmoil and relationship with Betty Ross.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hulk: Gray Target entity description: Hulk: Gray is a comic book limited series that explores Bruce Banner’s early days as the Hulk, focusing on his emotional turmoil and relationship with Betty Ross.
-
A.
The Hulkster
The Hulkster is the ring nickname of Hulk Hogan, the iconic professional wrestler and pop culture figure known for his larger-than-life persona in WWE during the 1980s and 1990s.
-
B.
Red Hulk
Red Hulk is a powerful Marvel Comics supervillain-turned-antihero, a gamma-irradiated, red-skinned counterpart to the Hulk known for his immense strength, military ruthlessness, and explosive temper.
-
C.
The Incredible Hulk
The Incredible Hulk is a Marvel Comics superhero who transforms from scientist Bruce Banner into a gigantic, super-strong green monster when enraged.
-
D.
Hulk (after rebellion)
Hulk (after rebellion) is the gladiatorial incarnation of the Hulk in the Marvel Cinematic Universe who breaks free from the Grandmaster’s control on Sakaar and turns against his former captor.
-
E.
Hulk "Dispatch"
Hulk "Dispatch" was a British prison hulk used to confine convicts, associated with the Purton Hulks on the River Severn.
- 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_69d8b9175fec8190af865699b4e64d8c |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50ecbc76c8190a80c0c8c8bce1cbd |
completed | April 19, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4d085748190bfd9a7e94f1344a5 |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c570ed348190a7e19eed29b06909 |
completed | May 13, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c5ec00a88190a93c3be5dd3bc6ee |
completed | May 13, 2026, 12:29 a.m. |
Created at: April 10, 2026, 10:36 a.m.