Triple
T8827962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bruce Banner |
E210062
|
entity |
| Predicate | loveInterest |
P7325
|
FINISHED |
| Object |
Betty Ross
Betty Ross is a Marvel Comics character best known as a brilliant scientist and the longtime romantic partner of Bruce Banner, the Hulk.
|
E760521
|
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: Betty Ross | Statement: [Bruce Banner, loveInterest, Betty Ross]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Betty Ross Context triple: [Bruce Banner, loveInterest, Betty Ross]
-
A.
Betty Ross Clarke
Betty Ross Clarke was an American stage and film actress active in the early 20th century, known for her roles in both silent and sound-era productions.
-
B.
Yeoman Janice Rand
Yeoman Janice Rand is a recurring Star Trek character who serves as Captain Kirk’s personal yeoman aboard the USS Enterprise in the original television series.
-
C.
Vicki Harper
Vicki Harper is known as the former spouse of Australian film director Phillip Noyce.
-
D.
Grace Harper
Grace Harper is a cybernetically enhanced soldier from the future who serves as a key protector and ally in the Terminator film franchise.
-
E.
Gloria Bunker
Gloria Bunker is a central character from the classic American sitcom "All in the Family," known as the spirited and idealistic daughter of Archie and Edith Bunker and wife of Michael Stivic.
- 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: Betty Ross Triple: [Bruce Banner, loveInterest, Betty Ross]
Generated description
Betty Ross is a Marvel Comics character best known as a brilliant scientist and the longtime romantic partner of Bruce Banner, the Hulk.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Betty Ross Target entity description: Betty Ross is a Marvel Comics character best known as a brilliant scientist and the longtime romantic partner of Bruce Banner, the Hulk.
-
A.
Betty Ross Clarke
Betty Ross Clarke was an American stage and film actress active in the early 20th century, known for her roles in both silent and sound-era productions.
-
B.
Yeoman Janice Rand
Yeoman Janice Rand is a recurring Star Trek character who serves as Captain Kirk’s personal yeoman aboard the USS Enterprise in the original television series.
-
C.
Vicki Harper
Vicki Harper is known as the former spouse of Australian film director Phillip Noyce.
-
D.
Grace Harper
Grace Harper is a cybernetically enhanced soldier from the future who serves as a key protector and ally in the Terminator film franchise.
-
E.
Gloria Bunker
Gloria Bunker is a central character from the classic American sitcom "All in the Family," known as the spirited and idealistic daughter of Archie and Edith Bunker and wife of Michael Stivic.
- 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_69ca8365b28081909e48e45e95dfc405 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc604ac0288190b59344bced8ac733 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf895a766c81908f41e369afb05023 |
completed | April 3, 2026, 9:33 a.m. |
| NEDg | Description generation | batch_69cf8a3d8e548190911d44ee36875d44 |
completed | April 3, 2026, 9:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8ae86e1881908a77f660c061bf69 |
completed | April 3, 2026, 9:39 a.m. |
Created at: March 30, 2026, 6:47 p.m.