Triple

T7491502
Position Surface form Disambiguated ID Type / Status
Subject Nandyal district E177015 entity
Predicate legislativeAssemblyConstituencies P23217 FINISHED
Object Panyam
Panyam is a legislative assembly constituency in the Nandyal district of Andhra Pradesh, India.
 E668815 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: Panyam | Statement: [Nandyal district, legislativeAssemblyConstituencies, Panyam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Panyam
Context triple: [Nandyal district, legislativeAssemblyConstituencies, Panyam]
  • A. Pangim
    Pangim, also known as Panaji, is the riverside city that serves as the administrative and cultural center of the Indian state of Goa.
  • B. Panya
    Panya is a character in the Hellboy/B.P.R.D. comic universe, an ancient Egyptian woman with psychic abilities who becomes a key supernatural asset to the Bureau for Paranormal Research and Defense.
  • C. Punakapina
    Punakapina is the Finnish Civil War of 1918, a conflict between the socialist Reds and conservative Whites that shaped Finland’s early independence.
  • D. Pambujan
    Pambujan is a coastal municipality in the province of Northern Samar in the Philippines, known for its rural communities and natural landscapes.
  • E. Panmungak
    Panmungak is a North Korean building in the Joint Security Area at the Korean Demilitarized Zone, serving as a key site for military and diplomatic observation and encounters between North and South Korea.
  • 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: Panyam
Triple: [Nandyal district, legislativeAssemblyConstituencies, Panyam]
Generated description
Panyam is a legislative assembly constituency in the Nandyal district of Andhra Pradesh, India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Panyam
Target entity description: Panyam is a legislative assembly constituency in the Nandyal district of Andhra Pradesh, India.
  • A. Pangim
    Pangim, also known as Panaji, is the riverside city that serves as the administrative and cultural center of the Indian state of Goa.
  • B. Panya
    Panya is a character in the Hellboy/B.P.R.D. comic universe, an ancient Egyptian woman with psychic abilities who becomes a key supernatural asset to the Bureau for Paranormal Research and Defense.
  • C. Punakapina
    Punakapina is the Finnish Civil War of 1918, a conflict between the socialist Reds and conservative Whites that shaped Finland’s early independence.
  • D. Pambujan
    Pambujan is a coastal municipality in the province of Northern Samar in the Philippines, known for its rural communities and natural landscapes.
  • E. Panmungak
    Panmungak is a North Korean building in the Joint Security Area at the Korean Demilitarized Zone, serving as a key site for military and diplomatic observation and encounters between North and South Korea.
  • 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_69c69f2583808190bd1a4936c42a5815 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c7017134608190bd51fb2d0ab1ff34 completed March 27, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c76a8988190bb5ff21731b19d4b completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83e4052b481908df2fc43c71b3b07 completed March 28, 2026, 8:46 p.m.
NED2 Entity disambiguation (via description) batch_69c83ed33870819094b085229376da8a completed March 28, 2026, 8:49 p.m.
Created at: March 27, 2026, 3:43 p.m.