Triple
T15666982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kishor S. Trivedi |
E377210
|
entity |
| Predicate | hasStudent |
P48
|
FINISHED |
| Object |
Katerina Goseva-Popstojanova
Katerina Goseva-Popstojanova is a computer scientist known for her research in software reliability, security, and quantitative evaluation of complex software systems.
|
E1170210
|
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: Katerina Goseva-Popstojanova | Statement: [Kishor S. Trivedi, hasStudent, Katerina Goseva-Popstojanova]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Katerina Goseva-Popstojanova Context triple: [Kishor S. Trivedi, hasStudent, Katerina Goseva-Popstojanova]
-
A.
Maria Zheleva
Maria Zheleva was a Bulgarian intellectual and public figure best known as the wife of Bulgaria’s first democratically elected president, Zhelyu Zhelev.
-
B.
Ludmila Stoyanova
Ludmila Stoyanova is known primarily as the spouse of Bulgarian communist leader Georgi Dimitrov.
-
C.
Dobrina Liubomirova
Dobrina Liubomirova is an actress known for her role in the Mexican romantic comedy film "Sólo con tu pareja."
-
D.
Korneliya Ninova
Korneliya Ninova is a Bulgarian politician and lawyer who has led the Bulgarian Socialist Party and served as a prominent figure in the country’s left-wing politics.
-
E.
Desislava Radeva
Desislava Radeva is a Bulgarian public figure and former First Lady of Bulgaria, known for her social and charitable activities during the presidency of her husband, Rumen Radev.
- 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: Katerina Goseva-Popstojanova Triple: [Kishor S. Trivedi, hasStudent, Katerina Goseva-Popstojanova]
Generated description
Katerina Goseva-Popstojanova is a computer scientist known for her research in software reliability, security, and quantitative evaluation of complex software systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Katerina Goseva-Popstojanova Target entity description: Katerina Goseva-Popstojanova is a computer scientist known for her research in software reliability, security, and quantitative evaluation of complex software systems.
-
A.
Maria Zheleva
Maria Zheleva was a Bulgarian intellectual and public figure best known as the wife of Bulgaria’s first democratically elected president, Zhelyu Zhelev.
-
B.
Ludmila Stoyanova
Ludmila Stoyanova is known primarily as the spouse of Bulgarian communist leader Georgi Dimitrov.
-
C.
Dobrina Liubomirova
Dobrina Liubomirova is an actress known for her role in the Mexican romantic comedy film "Sólo con tu pareja."
-
D.
Korneliya Ninova
Korneliya Ninova is a Bulgarian politician and lawyer who has led the Bulgarian Socialist Party and served as a prominent figure in the country’s left-wing politics.
-
E.
Desislava Radeva
Desislava Radeva is a Bulgarian public figure and former First Lady of Bulgaria, known for her social and charitable activities during the presidency of her husband, Rumen Radev.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f1151548190a14607e762686cb1 |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff67a22888819092ea521bbad7bcb7 |
completed | May 9, 2026, 4:58 p.m. |
| NEDg | Description generation | batch_69ff68fd16b88190a78772bcd0302189 |
completed | May 9, 2026, 5:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff6943d47881908c1634b43a6d6b96 |
completed | May 9, 2026, 5:05 p.m. |
Created at: April 10, 2026, 4:16 a.m.