Triple

T388765
Position Surface form Disambiguated ID Type / Status
Subject Hillwood Development E8835 entity
Predicate founder P104 FINISHED
Object Ross Perot Jr.
Ross Perot Jr. is an American businessman and real estate developer, known for leading major commercial projects in Texas and for being the son of former presidential candidate Ross Perot.
 E51681 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: Ross Perot Jr. | Statement: [Hillwood Development, founder, Ross Perot Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ross Perot Jr.
Context triple: [Hillwood Development, founder, Ross Perot Jr.]
  • A. Bob Dole
    Bob Dole was a long-serving Republican U.S. senator from Kansas and 1996 presidential nominee known for his influential legislative work and party leadership.
  • B. Andrew Card
    Andrew Card is an American politician and government official best known for serving as White House Chief of Staff under President George W. Bush.
  • C. Andrew Young
    Andrew Young is an American civil rights leader, politician, and diplomat who was a close associate of Martin Luther King Jr., later serving as a U.S. congressman, U.N. ambassador, and mayor of Atlanta.
  • D. Neil Bush
    Neil Bush is an American businessman and investor best known as a son of former U.S. President George H. W. Bush and for his involvement in the 1980s savings and loan scandal.
  • E. Peter B. Chiafalo
    Peter B. Chiafalo is an American presidential elector known for challenging state laws that bind Electoral College members to support their party’s nominee, leading to the U.S. Supreme Court case Chiafalo v. Washington.
  • 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: Ross Perot Jr.
Triple: [Hillwood Development, founder, Ross Perot Jr.]
Generated description
Ross Perot Jr. is an American businessman and real estate developer, known for leading major commercial projects in Texas and for being the son of former presidential candidate Ross Perot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ross Perot Jr.
Target entity description: Ross Perot Jr. is an American businessman and real estate developer, known for leading major commercial projects in Texas and for being the son of former presidential candidate Ross Perot.
  • A. Bob Dole
    Bob Dole was a long-serving Republican U.S. senator from Kansas and 1996 presidential nominee known for his influential legislative work and party leadership.
  • B. Andrew Card
    Andrew Card is an American politician and government official best known for serving as White House Chief of Staff under President George W. Bush.
  • C. Andrew Young
    Andrew Young is an American civil rights leader, politician, and diplomat who was a close associate of Martin Luther King Jr., later serving as a U.S. congressman, U.N. ambassador, and mayor of Atlanta.
  • D. Neil Bush
    Neil Bush is an American businessman and investor best known as a son of former U.S. President George H. W. Bush and for his involvement in the 1980s savings and loan scandal.
  • E. Peter B. Chiafalo
    Peter B. Chiafalo is an American presidential elector known for challenging state laws that bind Electoral College members to support their party’s nominee, leading to the U.S. Supreme Court case Chiafalo v. Washington.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec5988708190aa86d9460cecf050 completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4177149008190a4b7b252e21dcb09 completed March 1, 2026, 10:39 a.m.
NEDg Description generation batch_69a41834c510819093a9405a0bea297a completed March 1, 2026, 10:43 a.m.
NED2 Entity disambiguation (via description) batch_69a4188888ec8190b9dc3efb93bfe627 completed March 1, 2026, 10:44 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.