Triple

T7220029
Position Surface form Disambiguated ID Type / Status
Subject Linear Estimation E150233 entity
Predicate hasAuthor P4244 FINISHED
Object Ali H. Sayed
Ali H. Sayed is a prominent electrical engineer and academic known for his influential work in adaptive signal processing, estimation theory, and learning over networks.
 E649478 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: Ali H. Sayed | Statement: [Linear Estimation, hasAuthor, Ali H. Sayed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ali H. Sayed
Context triple: [Linear Estimation, hasAuthor, Ali H. Sayed]
  • A. Mohsen Sarhan
    Mohsen Sarhan was an Egyptian actor known for his roles in mid-20th-century Arabic cinema.
  • B. Ahmad S. Dallal
    Ahmad S. Dallal is a prominent scholar of Islamic studies and higher education leader known for his academic work and senior administrative roles at major universities in the Middle East and the United States.
  • C. Mohammed J. Zaki
    Mohammed J. Zaki is a computer scientist known for his influential research in data mining and frequent pattern discovery, as well as his leadership and service within the data science and KDD communities.
  • D. Fadlo R. Khuri
    Fadlo R. Khuri is a Lebanese-American physician and academic leader who serves as president of the American University of Beirut and is known for his work in oncology and higher education reform.
  • E. Talal Maddah
    Talal Maddah was a pioneering Saudi Arabian singer and composer widely regarded as one of the most influential figures in modern Arabic music.
  • 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: Ali H. Sayed
Triple: [Linear Estimation, hasAuthor, Ali H. Sayed]
Generated description
Ali H. Sayed is a prominent electrical engineer and academic known for his influential work in adaptive signal processing, estimation theory, and learning over networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ali H. Sayed
Target entity description: Ali H. Sayed is a prominent electrical engineer and academic known for his influential work in adaptive signal processing, estimation theory, and learning over networks.
  • A. Mohsen Sarhan
    Mohsen Sarhan was an Egyptian actor known for his roles in mid-20th-century Arabic cinema.
  • B. Ahmad S. Dallal
    Ahmad S. Dallal is a prominent scholar of Islamic studies and higher education leader known for his academic work and senior administrative roles at major universities in the Middle East and the United States.
  • C. Mohammed J. Zaki
    Mohammed J. Zaki is a computer scientist known for his influential research in data mining and frequent pattern discovery, as well as his leadership and service within the data science and KDD communities.
  • D. Fadlo R. Khuri
    Fadlo R. Khuri is a Lebanese-American physician and academic leader who serves as president of the American University of Beirut and is known for his work in oncology and higher education reform.
  • E. Talal Maddah
    Talal Maddah was a pioneering Saudi Arabian singer and composer widely regarded as one of the most influential figures in modern Arabic music.
  • 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9b1a7908190bd215ffb84592e32 completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc0707ec8190b874b23ee0065e32 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cc9face481908d60ef11bba2c3ea completed March 28, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69c7cce7ed2c81909edeb68781e022d5 completed March 28, 2026, 12:43 p.m.
Created at: March 27, 2026, 2:53 p.m.