Triple

T14555865
Position Surface form Disambiguated ID Type / Status
Subject California's 6th congressional district E341538 entity
Predicate hasRepresentative P192 FINISHED
Object Ami Bera
Ami Bera is an American physician and Democratic politician who has served multiple terms in the U.S. House of Representatives from the Sacramento area of California.
E1105964 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: Ami Bera | Statement: [California's 6th congressional district, hasRepresentative, Ami Bera]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ami Bera
Context triple: [California's 6th congressional district, hasRepresentative, Ami Bera]
  • A. Amruti Pol
    Amruti Pol is one of the historic entrance gates of Mehrangarh Fort in Jodhpur, Rajasthan, India.
  • B. Banalata Sen
    Banalata Sen is a celebrated Bengali poem and its eponymous female figure, renowned for symbolizing beauty, solace, and timelessness in modern Bengali literature.
  • C. Champai Soren
    Champai Soren is an Indian politician from Jharkhand and a prominent leader of the Jharkhand Mukti Morcha (JMM).
  • D. Rana Raimal
    Rana Raimal was a notable ruler of Mewar in the late 15th century, known for consolidating the Sisodia Rajput dynasty’s power and stabilizing the kingdom after a period of internal strife.
  • E. Murmu
    Murmu is an Indian surname commonly associated with the Santal (Santhal) community, notably borne by figures such as script inventor Raghunath Murmu and various contemporary politicians.
  • 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: Ami Bera
Triple: [California's 6th congressional district, hasRepresentative, Ami Bera]
Generated description
Ami Bera is an American physician and Democratic politician who has served multiple terms in the U.S. House of Representatives from the Sacramento area of California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ami Bera
Target entity description: Ami Bera is an American physician and Democratic politician who has served multiple terms in the U.S. House of Representatives from the Sacramento area of California.
  • A. Amruti Pol
    Amruti Pol is one of the historic entrance gates of Mehrangarh Fort in Jodhpur, Rajasthan, India.
  • B. Banalata Sen
    Banalata Sen is a celebrated Bengali poem and its eponymous female figure, renowned for symbolizing beauty, solace, and timelessness in modern Bengali literature.
  • C. Champai Soren
    Champai Soren is an Indian politician from Jharkhand and a prominent leader of the Jharkhand Mukti Morcha (JMM).
  • D. Rana Raimal
    Rana Raimal was a notable ruler of Mewar in the late 15th century, known for consolidating the Sisodia Rajput dynasty’s power and stabilizing the kingdom after a period of internal strife.
  • E. Murmu
    Murmu is an Indian surname commonly associated with the Santal (Santhal) community, notably borne by figures such as script inventor Raghunath Murmu and various contemporary politicians.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb2f1490881908673f429e5288c86 completed April 14, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8abde0308190819da6867e703ea7 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8bb3c1188190b158d30e9c962911 completed May 8, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69fd8c6e7d448190835f87e27c998623 completed May 8, 2026, 7:10 a.m.
Created at: April 10, 2026, 1:23 a.m.