Triple
T16441380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ian Ziering |
E399309
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Nikki Schieler
Nikki Schieler is an American model and actress best known for her work as a Playboy Playmate and appearances on television.
|
E1393566
|
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: Nikki Schieler | Statement: [Ian Ziering, spouse, Nikki Schieler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nikki Schieler Context triple: [Ian Ziering, spouse, Nikki Schieler]
-
A.
Nikki Shuler
Nikki Shuler is the wife of former NFL quarterback and U.S. Congressman Heath Shuler and is known primarily in connection with his political and public life.
-
B.
Nicole Schuetz
Nicole Schuetz is an American entrepreneur and impact investor known for her work in sustainable finance and as the founder of Sutro Energy Group.
-
C.
Nikki Budzinski
Nikki Budzinski is an American Democratic politician and U.S. Representative from Illinois who previously worked as a labor and policy advisor.
-
D.
Nikki Satosky
Nikki Satosky is a fictional character portrayed by actress Mara Wilson.
-
E.
Nikki Hassman
Nikki Hassman is a songwriter best known for co-writing the contemporary Christian song "I'm Alive."
- 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: Nikki Schieler Triple: [Ian Ziering, spouse, Nikki Schieler]
Generated description
Nikki Schieler is an American model and actress best known for her work as a Playboy Playmate and appearances on television.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nikki Schieler Target entity description: Nikki Schieler is an American model and actress best known for her work as a Playboy Playmate and appearances on television.
-
A.
Nikki Shuler
Nikki Shuler is the wife of former NFL quarterback and U.S. Congressman Heath Shuler and is known primarily in connection with his political and public life.
-
B.
Nicole Schuetz
Nicole Schuetz is an American entrepreneur and impact investor known for her work in sustainable finance and as the founder of Sutro Energy Group.
-
C.
Nikki Budzinski
Nikki Budzinski is an American Democratic politician and U.S. Representative from Illinois who previously worked as a labor and policy advisor.
-
D.
Nikki Satosky
Nikki Satosky is a fictional character portrayed by actress Mara Wilson.
-
E.
Nikki Hassman
Nikki Hassman is a songwriter best known for co-writing the contemporary Christian song "I'm Alive."
- 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_69d87f2c6778819080fcfae53be8f12a |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32ba91dc48190bc35db60f63d36d3 |
completed | April 18, 2026, 6:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd4725608190b1af4b9d64e362a8 |
completed | May 16, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_6a07bdd25abc81908dac2444f7a9625e |
completed | May 16, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07be58e4088190a01c67b21b5ca34d |
completed | May 16, 2026, 12:46 a.m. |
Created at: April 10, 2026, 5:10 a.m.