Triple
T12374461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Happy Endings |
E295085
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Brad Williams
Brad Williams is a central character on the sitcom "Happy Endings," known for his upbeat personality, competitive nature, and loving marriage to Jane Kerkovich-Williams.
|
E988337
|
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: Brad Williams | Statement: [Happy Endings, mainCharacter, Brad Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brad Williams Context triple: [Happy Endings, mainCharacter, Brad Williams]
-
A.
Jeff Williams
Jeff Williams is an American technology executive who serves as Apple's Chief Operating Officer and a key leader in the development and launch of major Apple products.
-
B.
Steven Williams
Steven Williams is an American actor best known for his roles in television series such as 21 Jump Street, The X-Files, and Supernatural.
-
C.
Len Williams
Len Williams was a British classical guitar teacher and promoter best known as the father and early mentor of renowned guitarist John Williams.
-
D.
Jason Williams
Jason Williams is the brother of American actress Michelle Williams.
-
E.
Jason Williams
Jason Williams is a former American NBA point guard known for his flashy playmaking and crowd-pleasing style, particularly during his time with the Sacramento Kings.
- 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: Brad Williams Triple: [Happy Endings, mainCharacter, Brad Williams]
Generated description
Brad Williams is a central character on the sitcom "Happy Endings," known for his upbeat personality, competitive nature, and loving marriage to Jane Kerkovich-Williams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brad Williams Target entity description: Brad Williams is a central character on the sitcom "Happy Endings," known for his upbeat personality, competitive nature, and loving marriage to Jane Kerkovich-Williams.
-
A.
Jeff Williams
Jeff Williams is an American technology executive who serves as Apple's Chief Operating Officer and a key leader in the development and launch of major Apple products.
-
B.
Steven Williams
Steven Williams is an American actor best known for his roles in television series such as 21 Jump Street, The X-Files, and Supernatural.
-
C.
Len Williams
Len Williams was a British classical guitar teacher and promoter best known as the father and early mentor of renowned guitarist John Williams.
-
D.
Jason Williams
Jason Williams is the brother of American actress Michelle Williams.
-
E.
Jason Williams
Jason Williams is a former American NBA point guard known for his flashy playmaking and crowd-pleasing style, particularly during his time with the Sacramento Kings.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93fa8ca7c8190b3f8e9c2ec23e837 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64b926c5c81909427eb191ae75ec6 |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64da25bf88190889273bf41e2f154 |
completed | May 2, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65213ed84819086fda178aaf9e774 |
completed | May 2, 2026, 7:35 p.m. |
Created at: April 8, 2026, 9:54 p.m.