Triple
T16291944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Angie Hubbard |
E395543
|
entity |
| Predicate | hasTitle |
P38
|
FINISHED |
| Object |
Dr. Angela Hubbard
Dr. Angela Hubbard is a professional known under the formal title of "Dr." whose given name is Angela and who is also referred to as Angie Hubbard.
|
E1206754
|
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. Angela Hubbard | Statement: [Angie Hubbard, hasTitle, Dr. Angela Hubbard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Angela Hubbard Context triple: [Angie Hubbard, hasTitle, Dr. Angela Hubbard]
-
A.
Dr. Dana Stowe
Dr. Dana Stowe is a fictional, highly driven physician and hospital administrator who serves as one of the central characters in the medical drama series "Strong Medicine."
-
B.
Dr. Katherine McMichaels
Dr. Katherine McMichaels is a central protagonist in the horror film "From Beyond," portrayed as a determined psychiatrist who becomes entangled in a deadly experiment exploring extradimensional realities.
-
C.
Dr. Katherine Pulaski
Dr. Katherine Pulaski is the chief medical officer aboard the USS Enterprise-D during the second season of Star Trek: The Next Generation, known for her blunt bedside manner and frequent clashes with the android officer Data.
-
D.
Dr. Angela Ziegler
Dr. Angela Ziegler is a Swiss field medic and brilliant healer-scientist from the Overwatch universe, better known by her callsign Mercy.
-
E.
Dr. Kathryn Railly
Dr. Kathryn Railly is a psychiatrist and key protagonist in the film "12 Monkeys," who becomes entangled in time travel and a post-apocalyptic plague conspiracy through her encounters with James Cole.
- 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. Angela Hubbard Triple: [Angie Hubbard, hasTitle, Dr. Angela Hubbard]
Generated description
Dr. Angela Hubbard is a professional known under the formal title of "Dr." whose given name is Angela and who is also referred to as Angie Hubbard.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Angela Hubbard Target entity description: Dr. Angela Hubbard is a professional known under the formal title of "Dr." whose given name is Angela and who is also referred to as Angie Hubbard.
-
A.
Dr. Dana Stowe
Dr. Dana Stowe is a fictional, highly driven physician and hospital administrator who serves as one of the central characters in the medical drama series "Strong Medicine."
-
B.
Dr. Katherine McMichaels
Dr. Katherine McMichaels is a central protagonist in the horror film "From Beyond," portrayed as a determined psychiatrist who becomes entangled in a deadly experiment exploring extradimensional realities.
-
C.
Dr. Katherine Pulaski
Dr. Katherine Pulaski is the chief medical officer aboard the USS Enterprise-D during the second season of Star Trek: The Next Generation, known for her blunt bedside manner and frequent clashes with the android officer Data.
-
D.
Dr. Angela Ziegler
Dr. Angela Ziegler is a Swiss field medic and brilliant healer-scientist from the Overwatch universe, better known by her callsign Mercy.
-
E.
Dr. Kathryn Railly
Dr. Kathryn Railly is a psychiatrist and key protagonist in the film "12 Monkeys," who becomes entangled in time travel and a post-apocalyptic plague conspiracy through her encounters with James Cole.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24919345881909ba4e7fe2e59340f |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0025fd56008190a9cb896e7ea2d26a |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0026b6554481909ee5a4de41293d90 |
completed | May 10, 2026, 6:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002750c490819082db2044b6a89eaa |
completed | May 10, 2026, 6:36 a.m. |
Created at: April 10, 2026, 5:05 a.m.