Triple

T11505379
Position Surface form Disambiguated ID Type / Status
Subject Princeton University Observatory E272768 entity
Predicate hasNotableMember P304 FINISHED
Object Uros Seljak
Uroš Seljak is a theoretical astrophysicist and cosmologist known for his influential work on cosmic microwave background analysis, large-scale structure, and statistical methods in cosmology.
 E929795 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: Uros Seljak | Statement: [Princeton University Observatory, hasNotableMember, Uros Seljak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Uros Seljak
Context triple: [Princeton University Observatory, hasNotableMember, Uros Seljak]
  • A. Dr. Luka Kovač
    Dr. Luka Kovač is a Croatian emergency physician and a central character on the medical drama series ER, known for his tragic backstory and complex personal and professional relationships.
  • B. Martin Hamuljak
    Martin Hamuljak was a 19th-century Slovak writer, linguist, and cultural activist who played a significant role in the Slovak national revival movement.
  • C. Dragomir Mrsic
    Dragomir Mrsic is a Swedish actor and former criminal best known internationally for roles in action and science fiction films, including the Tom Cruise–led movie "Edge of Tomorrow."
  • D. Goran D. Kleut
    Goran D. Kleut is an Australian actor and creature performer known for his roles in fantasy and science fiction films and television series.
  • E. Sibi Blazic
    Sibi Blazic is an American former model, makeup artist, and stunt driver best known as the longtime wife of actor Christian Bale.
  • 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: Uros Seljak
Triple: [Princeton University Observatory, hasNotableMember, Uros Seljak]
Generated description
Uroš Seljak is a theoretical astrophysicist and cosmologist known for his influential work on cosmic microwave background analysis, large-scale structure, and statistical methods in cosmology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Uros Seljak
Target entity description: Uroš Seljak is a theoretical astrophysicist and cosmologist known for his influential work on cosmic microwave background analysis, large-scale structure, and statistical methods in cosmology.
  • A. Dr. Luka Kovač
    Dr. Luka Kovač is a Croatian emergency physician and a central character on the medical drama series ER, known for his tragic backstory and complex personal and professional relationships.
  • B. Martin Hamuljak
    Martin Hamuljak was a 19th-century Slovak writer, linguist, and cultural activist who played a significant role in the Slovak national revival movement.
  • C. Dragomir Mrsic
    Dragomir Mrsic is a Swedish actor and former criminal best known internationally for roles in action and science fiction films, including the Tom Cruise–led movie "Edge of Tomorrow."
  • D. Goran D. Kleut
    Goran D. Kleut is an Australian actor and creature performer known for his roles in fantasy and science fiction films and television series.
  • E. Sibi Blazic
    Sibi Blazic is an American former model, makeup artist, and stunt driver best known as the longtime wife of actor Christian Bale.
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d86db2f4b08190801de1b773932f59 completed April 10, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e624e6e5b88190a2c64dcea1d7791b completed April 20, 2026, 1:06 p.m.
NEDg Description generation batch_69e62cf224f881908badcdab6aea1aef completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e663ffedfc8190a2b51995c62d1e6b completed April 20, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:36 p.m.