Triple
T7635016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fuchs |
E172853
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
László Fuchs
László Fuchs is a Hungarian-American mathematician renowned for his influential work in group theory and abelian groups, as well as for his widely used textbooks in algebra.
|
E678508
|
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: László Fuchs | Statement: [Fuchs, hasNotableBearer, László Fuchs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: László Fuchs Context triple: [Fuchs, hasNotableBearer, László Fuchs]
-
A.
Ferenc Gyulay
Ferenc Gyulay was an Austrian Imperial general of Hungarian origin best known for leading Austrian forces during the early stages of the Second Italian War of Independence in 1859.
-
B.
Pál Losonczi
Pál Losonczi was a Hungarian communist politician who served as Chairman of the Presidential Council of the Hungarian People's Republic from 1967 to 1987, effectively acting as the country's head of state.
-
C.
Rudolf E. Kálmán
Rudolf E. Kálmán was a pioneering Hungarian-American electrical engineer and mathematician best known for developing the Kalman filter, a fundamental algorithm in control theory and signal processing.
-
D.
Laszlo Molnar
Laszlo Molnar is a software developer and author known for creating the UPX (Ultimate Packer for Executables) executable compression tool.
-
E.
János Schulek
János Schulek was a Hungarian architect best known for his neo-Gothic and neo-Romanesque restorations and designs in Budapest around the turn of the 20th century.
- 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: László Fuchs Triple: [Fuchs, hasNotableBearer, László Fuchs]
Generated description
László Fuchs is a Hungarian-American mathematician renowned for his influential work in group theory and abelian groups, as well as for his widely used textbooks in algebra.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: László Fuchs Target entity description: László Fuchs is a Hungarian-American mathematician renowned for his influential work in group theory and abelian groups, as well as for his widely used textbooks in algebra.
-
A.
Ferenc Gyulay
Ferenc Gyulay was an Austrian Imperial general of Hungarian origin best known for leading Austrian forces during the early stages of the Second Italian War of Independence in 1859.
-
B.
Pál Losonczi
Pál Losonczi was a Hungarian communist politician who served as Chairman of the Presidential Council of the Hungarian People's Republic from 1967 to 1987, effectively acting as the country's head of state.
-
C.
Rudolf E. Kálmán
Rudolf E. Kálmán was a pioneering Hungarian-American electrical engineer and mathematician best known for developing the Kalman filter, a fundamental algorithm in control theory and signal processing.
-
D.
Laszlo Molnar
Laszlo Molnar is a software developer and author known for creating the UPX (Ultimate Packer for Executables) executable compression tool.
-
E.
János Schulek
János Schulek was a Hungarian architect best known for his neo-Gothic and neo-Romanesque restorations and designs in Budapest around the turn of the 20th century.
- 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_69c69952849881908fdcea7a93bfc307 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6faa83fcc8190a3f0bb20cbe1b2d6 |
completed | March 27, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c870be4e18819089781c7493dea13b |
completed | March 29, 2026, 12:22 a.m. |
| NEDg | Description generation | batch_69c87573c220819089e4f10f48669145 |
completed | March 29, 2026, 12:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c875e583708190b6d94d915b3461cb |
completed | March 29, 2026, 12:44 a.m. |
Created at: March 27, 2026, 3:57 p.m.