Triple
T16441381
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ian Ziering |
E399309
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Erin Ludwig
Erin Ludwig is an American nurse and lifestyle blogger best known as the wife of actor Ian Ziering.
|
E1353012
|
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: Erin Ludwig | Statement: [Ian Ziering, spouse, Erin Ludwig]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Erin Ludwig Context triple: [Ian Ziering, spouse, Erin Ludwig]
-
A.
Stefanie Ehrlich
Stefanie Ehrlich is known as a child of the prominent American biologist and author Paul Ehrlich.
-
B.
Lisa Eilbacher
Lisa Eilbacher is an American actress best known for her roles in 1980s films and television series, including prominent appearances in action and drama movies.
-
C.
Erika Peters
Erika Peters is a German-born actress known for her film and television work in the 1950s and 1960s.
-
D.
Jennifer Erwitt
Jennifer Erwitt is a photographer and photo editor known for her work on large-scale photographic projects and for her long-time collaboration with fellow photographer Rick Smolan.
-
E.
Laura Ernst
Laura Ernst was the second wife of filmmaker Robert Downey Sr., known primarily for her connection to the Downey family.
- 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: Erin Ludwig Triple: [Ian Ziering, spouse, Erin Ludwig]
Generated description
Erin Ludwig is an American nurse and lifestyle blogger best known as the wife of actor Ian Ziering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Erin Ludwig Target entity description: Erin Ludwig is an American nurse and lifestyle blogger best known as the wife of actor Ian Ziering.
-
A.
Stefanie Ehrlich
Stefanie Ehrlich is known as a child of the prominent American biologist and author Paul Ehrlich.
-
B.
Lisa Eilbacher
Lisa Eilbacher is an American actress best known for her roles in 1980s films and television series, including prominent appearances in action and drama movies.
-
C.
Erika Peters
Erika Peters is a German-born actress known for her film and television work in the 1950s and 1960s.
-
D.
Jennifer Erwitt
Jennifer Erwitt is a photographer and photo editor known for her work on large-scale photographic projects and for her long-time collaboration with fellow photographer Rick Smolan.
-
E.
Laura Ernst
Laura Ernst was the second wife of filmmaker Robert Downey Sr., known primarily for her connection to the Downey family.
- 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_6a05b43afd688190b53765906953c6db |
completed | May 14, 2026, 11:38 a.m. |
| NEDg | Description generation | batch_6a05b611d5e88190b9dfd0fce0c0f199 |
completed | May 14, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05b69a76dc8190a9ccd3869adb6b4f |
completed | May 14, 2026, 11:48 a.m. |
Created at: April 10, 2026, 5:10 a.m.