Triple

T15080630
Position Surface form Disambiguated ID Type / Status
Subject Steve King E380129 entity
Predicate precededBy P97 FINISHED
Object Tom Latham
Tom Latham is a Republican politician who served as a U.S. Representative from Iowa.
 E1138074 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: Tom Latham | Statement: [Steve King, precededBy, Tom Latham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Latham
Context triple: [Steve King, precededBy, Tom Latham]
  • A. Ben Lutch
    Ben Lutch is an entrepreneur best known as a co-founder of the early internet search and web portal company Excite.
  • B. Josh Lambert
    Josh Lambert is a musician best known as a member of the experimental electronic and indie rock band The Octopus Project.
  • C. Josh Lambert
    Josh Lambert is a central protagonist in the Insidious horror film series, a father haunted and manipulated by malevolent supernatural forces connected to astral projection and the spirit realm.
  • D. Trevor Poots
    Trevor Poots is the father of British actress Imogen Poots.
  • E. Brian Latture
    Brian Latture is a music producer known for his work on LL Cool J’s 1989 hip hop album "Walking with a Panther."
  • 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: Tom Latham
Triple: [Steve King, precededBy, Tom Latham]
Generated description
Tom Latham is a Republican politician who served as a U.S. Representative from Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom Latham
Target entity description: Tom Latham is a Republican politician who served as a U.S. Representative from Iowa.
  • A. Ben Lutch
    Ben Lutch is an entrepreneur best known as a co-founder of the early internet search and web portal company Excite.
  • B. Josh Lambert
    Josh Lambert is a musician best known as a member of the experimental electronic and indie rock band The Octopus Project.
  • C. Josh Lambert
    Josh Lambert is a central protagonist in the Insidious horror film series, a father haunted and manipulated by malevolent supernatural forces connected to astral projection and the spirit realm.
  • D. Trevor Poots
    Trevor Poots is the father of British actress Imogen Poots.
  • E. Brian Latture
    Brian Latture is a music producer known for his work on LL Cool J’s 1989 hip hop album "Walking with a Panther."
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dff80008c88190840f94222f867478 completed April 15, 2026, 8:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7dfae748190a0d59df5cbd5787d completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb945ec7481909f4bfbf628985af8 completed May 9, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69feb9a010ec819087df75319550cc88 completed May 9, 2026, 4:35 a.m.
Created at: April 10, 2026, 3:03 a.m.