Triple
T14711273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bella Swan |
E345551
|
entity |
| Predicate | hasStepfather |
P6826
|
FINISHED |
| Object |
Phil Dwyer
Phil Dwyer is a minor character in the Twilight series, known as Bella Swan’s easygoing stepfather who works as a minor league baseball player.
|
E1142691
|
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: Phil Dwyer | Statement: [Bella Swan, hasStepfather, Phil Dwyer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phil Dwyer Context triple: [Bella Swan, hasStepfather, Phil Dwyer]
-
A.
Michael Dwyer
Michael Dwyer was an Irish rebel leader and guerrilla fighter who played a prominent role in the late 18th- and early 19th-century resistance against British rule in Ireland.
-
B.
Donald Malarkey
Donald Malarkey was a real-life U.S. Army paratrooper of Easy Company, 506th Parachute Infantry Regiment, whose World War II service was famously depicted in the miniseries "Band of Brothers."
-
C.
Gene Keady
Gene Keady is a highly respected American college basketball coach best known for his long, successful tenure leading the Purdue Boilermakers.
-
D.
Joe Fagan
Joe Fagan was an English football manager best known for leading Liverpool to a historic treble of league, European Cup, and League Cup titles in the 1983–84 season.
-
E.
Gerald Duffy
Gerald Duffy was an American screenwriter active during the silent and early sound film era, known for his work on influential Hollywood productions.
- 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: Phil Dwyer Triple: [Bella Swan, hasStepfather, Phil Dwyer]
Generated description
Phil Dwyer is a minor character in the Twilight series, known as Bella Swan’s easygoing stepfather who works as a minor league baseball player.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phil Dwyer Target entity description: Phil Dwyer is a minor character in the Twilight series, known as Bella Swan’s easygoing stepfather who works as a minor league baseball player.
-
A.
Michael Dwyer
Michael Dwyer was an Irish rebel leader and guerrilla fighter who played a prominent role in the late 18th- and early 19th-century resistance against British rule in Ireland.
-
B.
Donald Malarkey
Donald Malarkey was a real-life U.S. Army paratrooper of Easy Company, 506th Parachute Infantry Regiment, whose World War II service was famously depicted in the miniseries "Band of Brothers."
-
C.
Gene Keady
Gene Keady is a highly respected American college basketball coach best known for his long, successful tenure leading the Purdue Boilermakers.
-
D.
Joe Fagan
Joe Fagan was an English football manager best known for leading Liverpool to a historic treble of league, European Cup, and League Cup titles in the 1983–84 season.
-
E.
Gerald Duffy
Gerald Duffy was an American screenwriter active during the silent and early sound film era, known for his work on influential Hollywood productions.
- 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_69d822e4a8c08190a155df736bb7bc13 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb9814e0c8190984ac30d276499cc |
completed | April 14, 2026, 10:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fed318aa908190a59b0def01a9cb16 |
completed | May 9, 2026, 6:24 a.m. |
| NEDg | Description generation | batch_69fed3d50d688190a05f8245142edbe4 |
completed | May 9, 2026, 6:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fed42af9bc81909655adf2056f3bf7 |
completed | May 9, 2026, 6:28 a.m. |
Created at: April 10, 2026, 1:28 a.m.