Triple

T8523309
Position Surface form Disambiguated ID Type / Status
Subject Cam Newton E201747 entity
Predicate collegeAttended P5 FINISHED
Object Blinn College
Blinn College is a public community college in Texas known for its strong junior college football program that has produced notable athletes such as Cam Newton.
 E423236 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: Blinn College | Statement: [Cam Newton, collegeAttended, Blinn College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blinn College
Context triple: [Cam Newton, collegeAttended, Blinn College]
  • A. Blinn College–Bryan Campus
    Blinn College–Bryan Campus is a public community college campus in Bryan, Texas, offering two-year academic and workforce education programs and serving as a major feeder to nearby four-year universities.
  • B. Collin College
    Collin College is a public community college district serving Collin County and the surrounding North Texas region with multiple campuses and a wide range of academic and workforce programs.
  • C. San Antonio College
    San Antonio College is a public community college in San Antonio, Texas, known for offering two-year degree and certificate programs and serving as a major educational institution in the Alamo Colleges District.
  • D. North Central Texas College
    North Central Texas College is a public community college in Texas offering associate degrees, certificates, and workforce training across multiple campuses and online.
  • E. Southwest Texas Junior College
    Southwest Texas Junior College is a public community college serving Uvalde and the surrounding region in southwest Texas with two-year academic and vocational programs.
  • 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: Blinn College
Triple: [Cam Newton, collegeAttended, Blinn College]
Generated description
Blinn College is a public community college in Texas known for its strong junior college football program that has produced notable athletes such as Cam Newton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blinn College
Target entity description: Blinn College is a public community college in Texas known for its strong junior college football program that has produced notable athletes such as Cam Newton.
  • A. Blinn College–Bryan Campus chosen
    Blinn College–Bryan Campus is a public community college campus in Bryan, Texas, offering two-year academic and workforce education programs and serving as a major feeder to nearby four-year universities.
  • B. Collin College
    Collin College is a public community college district serving Collin County and the surrounding North Texas region with multiple campuses and a wide range of academic and workforce programs.
  • C. San Antonio College
    San Antonio College is a public community college in San Antonio, Texas, known for offering two-year degree and certificate programs and serving as a major educational institution in the Alamo Colleges District.
  • D. North Central Texas College
    North Central Texas College is a public community college in Texas offering associate degrees, certificates, and workforce training across multiple campuses and online.
  • E. Southwest Texas Junior College
    Southwest Texas Junior College is a public community college serving Uvalde and the surrounding region in southwest Texas with two-year academic and vocational programs.
  • F. None of above.

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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe64362c88190b978a2544eec6e3e completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e8399f481909992aedf0d918cbc completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffcf7488190b94cae18be14e8ff completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce507766448190830dd3efc8a79a74 completed April 2, 2026, 11:18 a.m.
Created at: March 30, 2026, 6:16 p.m.