Triple

T6128153
Position Surface form Disambiguated ID Type / Status
Subject Army Act, 1950 E136642 entity
Predicate relatedTo P37 FINISHED
Object Armed Forces (Special Powers) Act
The Armed Forces (Special Powers) Act is a controversial Indian law that grants special powers to the military in designated "disturbed areas," including broad authority to use force and make arrests with limited legal accountability.
E570638 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: Armed Forces (Special Powers) Act | Statement: [Army Act, 1950, relatedTo, Armed Forces (Special Powers) Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armed Forces (Special Powers) Act
Context triple: [Army Act, 1950, relatedTo, Armed Forces (Special Powers) Act]
  • A. Assam Rifles Act
    The Assam Rifles Act is the legislation that governs the constitution, regulation, and functioning of the Assam Rifles, one of India’s oldest paramilitary forces responsible for security and counterinsurgency operations in the Northeast.
  • B. Rowlatt Act
    The Rowlatt Act was a 1919 British colonial law in India that extended wartime emergency measures into peacetime, allowing detention without trial and severe restrictions on civil liberties, and it became a major catalyst for nationwide protests and unrest.
  • C. Scheduled Castes and Scheduled Tribes (Prevention of Atrocities) Act, 1989
    The Scheduled Castes and Scheduled Tribes (Prevention of Atrocities) Act, 1989 is an Indian law enacted to prevent and punish atrocities and discrimination against members of Scheduled Castes and Scheduled Tribes and to provide them with special protections and relief.
  • D. Frontier Crimes Regulations
    The Frontier Crimes Regulations were a set of colonial-era laws imposed by the British in the tribal areas of present-day Pakistan, notorious for their collective punishment provisions and lack of basic legal rights and due process.
  • E. All India Services Act, 1951
    The All India Services Act, 1951 is an Indian law that provides the statutory framework for the creation, regulation, and governance of nationwide civil services such as the Indian Administrative Service and Indian Police Service.
  • 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: Armed Forces (Special Powers) Act
Triple: [Army Act, 1950, relatedTo, Armed Forces (Special Powers) Act]
Generated description
The Armed Forces (Special Powers) Act is a controversial Indian law that grants special powers to the military in designated "disturbed areas," including broad authority to use force and make arrests with limited legal accountability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armed Forces (Special Powers) Act
Target entity description: The Armed Forces (Special Powers) Act is a controversial Indian law that grants special powers to the military in designated "disturbed areas," including broad authority to use force and make arrests with limited legal accountability.
  • A. Assam Rifles Act
    The Assam Rifles Act is the legislation that governs the constitution, regulation, and functioning of the Assam Rifles, one of India’s oldest paramilitary forces responsible for security and counterinsurgency operations in the Northeast.
  • B. Rowlatt Act
    The Rowlatt Act was a 1919 British colonial law in India that extended wartime emergency measures into peacetime, allowing detention without trial and severe restrictions on civil liberties, and it became a major catalyst for nationwide protests and unrest.
  • C. Scheduled Castes and Scheduled Tribes (Prevention of Atrocities) Act, 1989
    The Scheduled Castes and Scheduled Tribes (Prevention of Atrocities) Act, 1989 is an Indian law enacted to prevent and punish atrocities and discrimination against members of Scheduled Castes and Scheduled Tribes and to provide them with special protections and relief.
  • D. Frontier Crimes Regulations
    The Frontier Crimes Regulations were a set of colonial-era laws imposed by the British in the tribal areas of present-day Pakistan, notorious for their collective punishment provisions and lack of basic legal rights and due process.
  • E. All India Services Act, 1951
    The All India Services Act, 1951 is an Indian law that provides the statutory framework for the creation, regulation, and governance of nationwide civil services such as the Indian Administrative Service and Indian Police Service.
  • 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_69c008a0a37c81908e5b4f879158afb3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05c4b1df081908dc87fa1c45a43bf completed March 22, 2026, 9:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135c44f008190bdef195511fe1111 completed March 23, 2026, 12:44 p.m.
NEDg Description generation batch_69c137c122d4819089c6ffc2e0cbaf54 completed March 23, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69c138247e2c8190b6c2aabbd36ad9c0 completed March 23, 2026, 12:55 p.m.
Created at: March 22, 2026, 4:15 p.m.