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.