Triple

T2083505
Position Surface form Disambiguated ID Type / Status
Subject The God of Small Things E45295 entity
Predicate mainCharacters P9202 FINISHED
Object Ammu
Ammu is the fiercely independent yet tragically constrained mother at the heart of Arundhati Roy’s novel "The God of Small Things," whose forbidden love and struggles against social norms drive much of the story’s emotional core.
 E232305 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: Ammu | Statement: [The God of Small Things, mainCharacters, Ammu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ammu
Context triple: [The God of Small Things, mainCharacters, Ammu]
  • A. Kovai
    Kovai is the commonly used local name for Coimbatore, a major industrial and educational city in the South Indian state of Tamil Nadu.
  • B. Nandi Thimmana
    Nandi Thimmana was a prominent Telugu poet of the Vijayanagara Empire, renowned for his works in the court of Emperor Krishnadevaraya.
  • C. Malinalli
    Malinalli, better known as La Malinche, was a Nahua woman who served as interpreter, advisor, and intermediary for Hernán Cortés during the Spanish conquest of the Aztec Empire.
  • D. Guna
    Guna is a city in the central Indian state of Madhya Pradesh known as an important regional administrative and commercial center.
  • E. Nabaneeta
    Nabaneeta is a feminine given name most notably borne by the acclaimed Indian Bengali writer and academic Nabaneeta Dev Sen.
  • 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: Ammu
Triple: [The God of Small Things, mainCharacters, Ammu]
Generated description
Ammu is the fiercely independent yet tragically constrained mother at the heart of Arundhati Roy’s novel "The God of Small Things," whose forbidden love and struggles against social norms drive much of the story’s emotional core.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ammu
Target entity description: Ammu is the fiercely independent yet tragically constrained mother at the heart of Arundhati Roy’s novel "The God of Small Things," whose forbidden love and struggles against social norms drive much of the story’s emotional core.
  • A. Kovai
    Kovai is the commonly used local name for Coimbatore, a major industrial and educational city in the South Indian state of Tamil Nadu.
  • B. Nandi Thimmana
    Nandi Thimmana was a prominent Telugu poet of the Vijayanagara Empire, renowned for his works in the court of Emperor Krishnadevaraya.
  • C. Malinalli
    Malinalli, better known as La Malinche, was a Nahua woman who served as interpreter, advisor, and intermediary for Hernán Cortés during the Spanish conquest of the Aztec Empire.
  • D. Guna
    Guna is a city in the central Indian state of Madhya Pradesh known as an important regional administrative and commercial center.
  • E. Nabaneeta
    Nabaneeta is a feminine given name most notably borne by the acclaimed Indian Bengali writer and academic Nabaneeta Dev Sen.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba524b60819089a11957ce6dbc4b completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273d3f5881909fa6d935fa85c225 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2a5767388190b16c0d2ce3af647c completed March 9, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69ae2b5ff1b88190a9754f0e892b6607 completed March 9, 2026, 2:07 a.m.
Created at: March 4, 2026, 7:41 p.m.