Triple
T13777022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marsha Ambrosius |
E331034
|
entity |
| Predicate | partnerInDuoWith |
P1136
|
FINISHED |
| Object |
Natalie Stewart
Natalie Stewart is a British singer, songwriter, and poet best known as one half of the R&B/neo-soul duo Floetry.
|
E1080796
|
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: Natalie Stewart | Statement: [Marsha Ambrosius, partnerInDuoWith, Natalie Stewart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Natalie Stewart Context triple: [Marsha Ambrosius, partnerInDuoWith, Natalie Stewart]
-
A.
Natalie Brown
Natalie Brown is the younger sister of Louise Brown, the world's first baby conceived via in vitro fertilization.
-
B.
Natalie Holt
Natalie Holt is a British composer and violinist known for her acclaimed scores for television and film, including major franchises in the Star Wars and Marvel universes.
-
C.
Natalie Lawson
Natalie Lawson is a fictional character portrayed by Canadian actress Torri Higginson, best known from her work in television drama.
-
D.
Natalie Evans
Natalie Evans was the wife of Pulitzer Prize–winning American editorial cartoonist Bill Mauldin.
-
E.
Natalie Kingston
Natalie Kingston was an American film actress of the silent and early sound era, known for her roles in dramas and adventure films of the late 1920s.
- 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: Natalie Stewart Triple: [Marsha Ambrosius, partnerInDuoWith, Natalie Stewart]
Generated description
Natalie Stewart is a British singer, songwriter, and poet best known as one half of the R&B/neo-soul duo Floetry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Natalie Stewart Target entity description: Natalie Stewart is a British singer, songwriter, and poet best known as one half of the R&B/neo-soul duo Floetry.
-
A.
Natalie Brown
Natalie Brown is the younger sister of Louise Brown, the world's first baby conceived via in vitro fertilization.
-
B.
Natalie Holt
Natalie Holt is a British composer and violinist known for her acclaimed scores for television and film, including major franchises in the Star Wars and Marvel universes.
-
C.
Natalie Lawson
Natalie Lawson is a fictional character portrayed by Canadian actress Torri Higginson, best known from her work in television drama.
-
D.
Natalie Evans
Natalie Evans was the wife of Pulitzer Prize–winning American editorial cartoonist Bill Mauldin.
-
E.
Natalie Kingston
Natalie Kingston was an American film actress of the silent and early sound era, known for her roles in dramas and adventure films of the late 1920s.
- 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_69d81c583b0081909e408a17db517a21 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0238bdbc8190a946e6e5431632a5 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd08a3a1481908400e3e55bf38aac |
completed | May 7, 2026, 5:48 p.m. |
| NEDg | Description generation | batch_69fcd288bd5881908f6a442201c5beea |
completed | May 7, 2026, 5:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcd3ad7be8819094fc71c9f44fb4cb |
completed | May 7, 2026, 6:02 p.m. |
Created at: April 9, 2026, 10:10 p.m.