Triple

T12722290
Position Surface form Disambiguated ID Type / Status
Subject Auditor of State of Iowa E304015 entity
Predicate officeHolder P537 FINISHED
Object Rob Sand
Rob Sand is an American attorney and politician who serves as Iowa's State Auditor, known for his work on government accountability and fiscal oversight.
E999737 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: Rob Sand | Statement: [Auditor of State of Iowa, officeHolder, Rob Sand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rob Sand
Context triple: [Auditor of State of Iowa, officeHolder, Rob Sand]
  • A. Luke Sanderson
    Luke Sanderson is a skeptical, somewhat flippant heir to Hill House who serves as one of the central participants in the paranormal investigation in the 1963 horror film "The Haunting."
  • B. Gil Sharewood
    Gil Sharewood is a character from the classic television anthology series The Twilight Zone, appearing in the episode "The Bewitchin’ Pool."
  • C. Stephen Rojack
    Stephen Rojack is the psychologically tormented, war-hero-turned-TV-personality at the center of Norman Mailer’s novel "An American Dream," whose violent actions and moral unraveling drive the book’s exploration of guilt, power, and existential crisis.
  • D. Ben Burns
    Ben Burns is the troubled teenage son at the center of the drama film "Ben Is Back," whose unexpected return home on Christmas Eve forces his family to confront his struggle with addiction and its consequences.
  • E. Johnny Sandlin
    Johnny Sandlin was an American record producer and engineer best known for his work with Southern rock bands such as the Allman Brothers Band.
  • 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: Rob Sand
Triple: [Auditor of State of Iowa, officeHolder, Rob Sand]
Generated description
Rob Sand is an American attorney and politician who serves as Iowa's State Auditor, known for his work on government accountability and fiscal oversight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rob Sand
Target entity description: Rob Sand is an American attorney and politician who serves as Iowa's State Auditor, known for his work on government accountability and fiscal oversight.
  • A. Luke Sanderson
    Luke Sanderson is a skeptical, somewhat flippant heir to Hill House who serves as one of the central participants in the paranormal investigation in the 1963 horror film "The Haunting."
  • B. Gil Sharewood
    Gil Sharewood is a character from the classic television anthology series The Twilight Zone, appearing in the episode "The Bewitchin’ Pool."
  • C. Stephen Rojack
    Stephen Rojack is the psychologically tormented, war-hero-turned-TV-personality at the center of Norman Mailer’s novel "An American Dream," whose violent actions and moral unraveling drive the book’s exploration of guilt, power, and existential crisis.
  • D. Ben Burns
    Ben Burns is the troubled teenage son at the center of the drama film "Ben Is Back," whose unexpected return home on Christmas Eve forces his family to confront his struggle with addiction and its consequences.
  • E. Johnny Sandlin
    Johnny Sandlin was an American record producer and engineer best known for his work with Southern rock bands such as the Allman Brothers Band.
  • 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_69d7bdf084148190ab9d513dc0735af4 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d964133fe481909a44b8159ab8997b completed April 10, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c841edc81909147d30c51471c47 completed May 2, 2026, 10:36 p.m.
NEDg Description generation batch_69f67d64ed3481908d434c20796866f9 completed May 2, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69f67e82e35081909c4b5fad7e941610 completed May 2, 2026, 10:45 p.m.
Created at: April 9, 2026, 5:24 p.m.