Triple
T1667101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melanija Knavs |
E36036
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Melania Knauss
Melania Knauss is a Slovenian-American former fashion model best known as the wife of Donald Trump and former First Lady of the United States.
|
E187998
|
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: Melania Knauss | Statement: [Melanija Knavs, alsoKnownAs, Melania Knauss]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melania Knauss Context triple: [Melanija Knavs, alsoKnownAs, Melania Knauss]
-
A.
Dimitra Priebus
Dimitra Priebus is the mother of American attorney and former White House Chief of Staff Reince Priebus.
-
B.
Barbara Müller
Barbara Müller was the wife of renowned German astronomer Johannes Kepler, with whom she shared a life during the early 17th century.
-
C.
Elizabeth Kissinger
Elizabeth Kissinger is one of the children of former U.S. Secretary of State Henry Kissinger and his first wife, Ann Fleischer.
-
D.
Leonore Gewessler
Leonore Gewessler is an Austrian Green Party politician known for serving as Austria’s Minister for Climate Action, Environment, Energy, Mobility, Innovation and Technology.
-
E.
Christiane Herzog
Christiane Herzog was a German First Lady and philanthropist known for her social engagement, particularly in support of cystic fibrosis patients, during and after her husband Roman Herzog’s presidency.
- 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: Melania Knauss Triple: [Melanija Knavs, alsoKnownAs, Melania Knauss]
Generated description
Melania Knauss is a Slovenian-American former fashion model best known as the wife of Donald Trump and former First Lady of the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melania Knauss Target entity description: Melania Knauss is a Slovenian-American former fashion model best known as the wife of Donald Trump and former First Lady of the United States.
-
A.
Dimitra Priebus
Dimitra Priebus is the mother of American attorney and former White House Chief of Staff Reince Priebus.
-
B.
Barbara Müller
Barbara Müller was the wife of renowned German astronomer Johannes Kepler, with whom she shared a life during the early 17th century.
-
C.
Elizabeth Kissinger
Elizabeth Kissinger is one of the children of former U.S. Secretary of State Henry Kissinger and his first wife, Ann Fleischer.
-
D.
Leonore Gewessler
Leonore Gewessler is an Austrian Green Party politician known for serving as Austria’s Minister for Climate Action, Environment, Energy, Mobility, Innovation and Technology.
-
E.
Christiane Herzog
Christiane Herzog was a German First Lady and philanthropist known for her social engagement, particularly in support of cystic fibrosis patients, during and after her husband Roman Herzog’s presidency.
- 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90adc57cc8190b270004c363768e3 |
completed | March 5, 2026, 4:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad683207b08190a86c266aaece4e98 |
completed | March 8, 2026, 12:14 p.m. |
| NEDg | Description generation | batch_69ad692a4078819080c3a89166917081 |
completed | March 8, 2026, 12:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad698929f88190af97fc915d29a5b5 |
completed | March 8, 2026, 12:20 p.m. |
Created at: March 4, 2026, 7:29 p.m.