Triple

T7226671
Position Surface form Disambiguated ID Type / Status
Subject Schiff E154797 entity
Predicate hasNotableBearer P458 FINISHED
Object Adam Schiff
Adam Schiff is an American Democratic politician and lawyer who has served as a U.S. Representative from California and gained national prominence for his role in high-profile congressional investigations and impeachment proceedings.
 E650086 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: Adam Schiff | Statement: [Schiff, hasNotableBearer, Adam Schiff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Adam Schiff
Context triple: [Schiff, hasNotableBearer, Adam Schiff]
  • A. Paul Lieberman
    Paul Lieberman is an American journalist and author best known for his book chronicling the real-life LAPD unit that inspired the film "Gangster Squad."
  • B. Jens Steube
    Jens Steube is a prominent computer security researcher best known as the creator and lead developer of the Hashcat password recovery tool.
  • C. Sander Levin
    Sander Levin is an American Democratic politician who represented Michigan in the U.S. House of Representatives for over three decades and chaired the House Ways and Means Committee.
  • D. Henry Waxman
    Henry Waxman is a longtime Democratic U.S. Congressman from California known for his influential role in health care, environmental, and consumer protection legislation.
  • E. Tom Reid
    Tom Reid is the brother of American actress Tara Reid, known for her roles in films like "American Pie" and "The Big Lebowski."
  • 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: Adam Schiff
Triple: [Schiff, hasNotableBearer, Adam Schiff]
Generated description
Adam Schiff is an American Democratic politician and lawyer who has served as a U.S. Representative from California and gained national prominence for his role in high-profile congressional investigations and impeachment proceedings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Adam Schiff
Target entity description: Adam Schiff is an American Democratic politician and lawyer who has served as a U.S. Representative from California and gained national prominence for his role in high-profile congressional investigations and impeachment proceedings.
  • A. Paul Lieberman
    Paul Lieberman is an American journalist and author best known for his book chronicling the real-life LAPD unit that inspired the film "Gangster Squad."
  • B. Jens Steube
    Jens Steube is a prominent computer security researcher best known as the creator and lead developer of the Hashcat password recovery tool.
  • C. Sander Levin
    Sander Levin is an American Democratic politician who represented Michigan in the U.S. House of Representatives for over three decades and chaired the House Ways and Means Committee.
  • D. Henry Waxman
    Henry Waxman is a longtime Democratic U.S. Congressman from California known for his influential role in health care, environmental, and consumer protection legislation.
  • E. Tom Reid
    Tom Reid is the brother of American actress Tara Reid, known for her roles in films like "American Pie" and "The Big Lebowski."
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6e9de21e081908f30700f6211c5ef completed March 27, 2026, 8:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc17a3788190842a852fb4b96185 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cccdde308190a02c6892f61025e2 completed March 28, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd7e891c8190a6a82227addac434 completed March 28, 2026, 12:45 p.m.
Created at: March 27, 2026, 2:54 p.m.