Triple
T17887513
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ultra-Humanite |
E447234
|
entity |
| Predicate | formerIdentity |
P65
|
FINISHED |
| Object |
Dr. Gerard Shugel
Dr. Gerard Shugel is the original human identity of the DC Comics supervillain Ultra-Humanite, a brilliant but morally corrupt scientist who transfers his mind into other bodies.
|
E1293577
|
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: Dr. Gerard Shugel | Statement: [Ultra-Humanite, formerIdentity, Dr. Gerard Shugel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Gerard Shugel Context triple: [Ultra-Humanite, formerIdentity, Dr. Gerard Shugel]
-
A.
Dr. Robert Doback
Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
-
B.
Dr. Howard Mierzwiak
Dr. Howard Mierzwiak is the founder and lead scientist of the memory-erasure company Lacuna, Inc. in the film "Eternal Sunshine of the Spotless Mind."
-
C.
Dr. Robert Hoffstetler
Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
-
D.
Dr. Jeffrey Geiger
Dr. Jeffrey Geiger is a brilliant but emotionally volatile cardiothoracic surgeon and central figure in the medical drama series "Chicago Hope."
-
E.
Dr. Paul Lochner
Dr. Paul Lochner is a central physician character from the classic medical drama series "Medical Center," known for his role as a senior doctor and mentor.
- 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: Dr. Gerard Shugel Triple: [Ultra-Humanite, formerIdentity, Dr. Gerard Shugel]
Generated description
Dr. Gerard Shugel is the original human identity of the DC Comics supervillain Ultra-Humanite, a brilliant but morally corrupt scientist who transfers his mind into other bodies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Gerard Shugel Target entity description: Dr. Gerard Shugel is the original human identity of the DC Comics supervillain Ultra-Humanite, a brilliant but morally corrupt scientist who transfers his mind into other bodies.
-
A.
Dr. Robert Doback
Dr. Robert Doback is a fictional, long-suffering father figure and stepfather in the comedy film "Step Brothers," portrayed by actor Richard Jenkins.
-
B.
Dr. Howard Mierzwiak
Dr. Howard Mierzwiak is the founder and lead scientist of the memory-erasure company Lacuna, Inc. in the film "Eternal Sunshine of the Spotless Mind."
-
C.
Dr. Robert Hoffstetler
Dr. Robert Hoffstetler is a Soviet spy posing as an American scientist who secretly aids the captive Amphibian Man in the film "The Shape of Water."
-
D.
Dr. Jeffrey Geiger
Dr. Jeffrey Geiger is a brilliant but emotionally volatile cardiothoracic surgeon and central figure in the medical drama series "Chicago Hope."
-
E.
Dr. Paul Lochner
Dr. Paul Lochner is a central physician character from the classic medical drama series "Medical Center," known for his role as a senior doctor and mentor.
- 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_69d8b9f59bd48190a6fc925a855b8bac |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49c14c4348190bb77712d9eae1d51 |
completed | April 19, 2026, 9:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0313dd15d481909d0d539817d11340 |
completed | May 12, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_6a031485c3908190a8fe49068d45e910 |
completed | May 12, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03151de8408190a4c8bc30f5606951 |
completed | May 12, 2026, 11:55 a.m. |
Created at: April 10, 2026, 10:18 a.m.