Triple

T5430395
Position Surface form Disambiguated ID Type / Status
Subject Trump administration E121470 entity
Predicate cabinetMember P7820 FINISHED
Object Ben Carson
Ben Carson is a retired neurosurgeon and former U.S. Secretary of Housing and Urban Development who gained national prominence for pioneering pediatric brain surgery and later for his role in American conservative politics.
 E519606 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: Ben Carson | Statement: [Trump administration, cabinetMember, Ben Carson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben Carson
Context triple: [Trump administration, cabinetMember, Ben Carson]
  • A. Tom Price
    Tom Price is an American physician and Republican politician who served as the U.S. Secretary of Health and Human Services under President Donald Trump.
  • B. Tom Price
    Tom Price is a remote mining town in Western Australia’s Pilbara region, known primarily for its large iron ore operations and surrounding rugged outback landscapes.
  • C. Reince Priebus
    Reince Priebus is an American attorney and political operative who served as the first White House Chief of Staff in the Trump administration and previously chaired the Republican National Committee.
  • D. Mehmet Oz
    Mehmet Oz is a Turkish-American cardiothoracic surgeon and television personality best known as the host of "The Dr. Oz Show" and as a Republican candidate for the U.S. Senate from Pennsylvania.
  • E. Mike Pence
    Mike Pence is an American politician who served as the 48th vice president of the United States and former governor of Indiana.
  • 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: Ben Carson
Triple: [Trump administration, cabinetMember, Ben Carson]
Generated description
Ben Carson is a retired neurosurgeon and former U.S. Secretary of Housing and Urban Development who gained national prominence for pioneering pediatric brain surgery and later for his role in American conservative politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben Carson
Target entity description: Ben Carson is a retired neurosurgeon and former U.S. Secretary of Housing and Urban Development who gained national prominence for pioneering pediatric brain surgery and later for his role in American conservative politics.
  • A. Tom Price
    Tom Price is an American physician and Republican politician who served as the U.S. Secretary of Health and Human Services under President Donald Trump.
  • B. Tom Price
    Tom Price is a remote mining town in Western Australia’s Pilbara region, known primarily for its large iron ore operations and surrounding rugged outback landscapes.
  • C. Reince Priebus
    Reince Priebus is an American attorney and political operative who served as the first White House Chief of Staff in the Trump administration and previously chaired the Republican National Committee.
  • D. Mehmet Oz
    Mehmet Oz is a Turkish-American cardiothoracic surgeon and television personality best known as the host of "The Dr. Oz Show" and as a Republican candidate for the U.S. Senate from Pennsylvania.
  • E. Mike Pence
    Mike Pence is an American politician who served as the 48th vice president of the United States and former governor of Indiana.
  • 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_69bd463c65f0819082ee6483ab4b466a completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd883e5e10819091e159dfd245e94d completed March 20, 2026, 5:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3ac6285081909afa6e91a023f6d5 completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3c43ffe88190b8d2a10ea8a9a455 completed March 22, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69bf3ce7d6388190a9cd22f76f4420e0 completed March 22, 2026, 12:50 a.m.
Created at: March 20, 2026, 2:06 p.m.