Triple
T15709703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margo Martindale |
E380805
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Bill Boals
Bill Boals is the husband of American character actress Margo Martindale.
|
E1224227
|
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: Bill Boals | Statement: [Margo Martindale, spouse, Bill Boals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Boals Context triple: [Margo Martindale, spouse, Bill Boals]
-
A.
Rick Boeshaar
Rick Boeshaar is a local American politician serving as the mayor of Mission Hills, Kansas.
-
B.
Todd Boekelheide
Todd Boekelheide is an American film composer and sound editor known for his work on numerous documentaries and feature films, including Academy Award–winning projects.
-
C.
Phil Dusenberry
Phil Dusenberry was an influential American advertising executive and creative director, best known for his groundbreaking work at BBDO and for shaping major campaigns for brands like Pepsi.
-
D.
Dale Bowers
Dale Bowers is an Anglican bishop who serves as the ecclesiastical leader of the Diocese of St Helena, overseeing the church’s ministry on the remote South Atlantic islands of St Helena and Ascension.
-
E.
Bill Wittliff
Bill Wittliff was an American screenwriter, author, and photographer best known for adapting and writing acclaimed Western-themed films and television miniseries.
- 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: Bill Boals Triple: [Margo Martindale, spouse, Bill Boals]
Generated description
Bill Boals is the husband of American character actress Margo Martindale.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bill Boals Target entity description: Bill Boals is the husband of American character actress Margo Martindale.
-
A.
Rick Boeshaar
Rick Boeshaar is a local American politician serving as the mayor of Mission Hills, Kansas.
-
B.
Todd Boekelheide
Todd Boekelheide is an American film composer and sound editor known for his work on numerous documentaries and feature films, including Academy Award–winning projects.
-
C.
Phil Dusenberry
Phil Dusenberry was an influential American advertising executive and creative director, best known for his groundbreaking work at BBDO and for shaping major campaigns for brands like Pepsi.
-
D.
Dale Bowers
Dale Bowers is an Anglican bishop who serves as the ecclesiastical leader of the Diocese of St Helena, overseeing the church’s ministry on the remote South Atlantic islands of St Helena and Ascension.
-
E.
Bill Wittliff
Bill Wittliff was an American screenwriter, author, and photographer best known for adapting and writing acclaimed Western-themed films and television miniseries.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f8d8b648190842c635f2ae7bfa4 |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007d9849a08190a575f19e816e6df2 |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007ec876ac8190afae26442f8b2a9a |
completed | May 10, 2026, 12:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007f3bf6e081908554238d069d9abc |
completed | May 10, 2026, 12:51 p.m. |
Created at: April 10, 2026, 4:45 a.m.