Triple

T23194282
Position Surface form Disambiguated ID Type / Status
Subject Economic liberalization in India, 1991 reforms E579832 entity
Predicate hasCause P708 FINISHED
Object 1991 Indian balance of payments crisis
The 1991 Indian balance of payments crisis was a severe external debt and foreign exchange shortage that pushed India to the brink of default and triggered sweeping economic liberalization and structural reforms.
E1573470 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: 1991 Indian balance of payments crisis | Statement: [Economic liberalization in India, 1991 reforms, hasCause, 1991 Indian balance of payments crisis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 1991 Indian balance of payments crisis
Context triple: [Economic liberalization in India, 1991 reforms, hasCause, 1991 Indian balance of payments crisis]
  • A. Asian financial crisis of 1997–1998
    The Asian financial crisis of 1997–1998 was a severe regional economic meltdown that began with currency devaluations in East and Southeast Asia, triggering widespread financial instability, recessions, and international policy responses.
  • B. Russian financial crisis of 1998
    The Russian financial crisis of 1998 was a severe economic collapse marked by a sharp devaluation of the ruble, default on domestic debt, and banking sector turmoil that undermined confidence in Russia’s post-Soviet market reforms.
  • C. Panic of 1857
    The Panic of 1857 was a major U.S. financial crisis triggered by a collapse in the banking and railroad sectors, leading to a sharp economic downturn that intensified sectional tensions before the Civil War.
  • D. Indian Emergency (1975–1977)
    The Indian Emergency (1975–1977) was a 21-month period of authoritarian rule in India marked by suspension of civil liberties, press censorship, and mass arrests under Prime Minister Indira Gandhi.
  • E. Garibi Hatao
    Garibi Hatao was a prominent anti-poverty political slogan popularized by Indian Prime Minister Indira Gandhi in the early 1970s, symbolizing her government's focus on eradicating poverty and promoting social justice.
  • 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: 1991 Indian balance of payments crisis
Triple: [Economic liberalization in India, 1991 reforms, hasCause, 1991 Indian balance of payments crisis]
Generated description
The 1991 Indian balance of payments crisis was a severe external debt and foreign exchange shortage that pushed India to the brink of default and triggered sweeping economic liberalization and structural reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 1991 Indian balance of payments crisis
Target entity description: The 1991 Indian balance of payments crisis was a severe external debt and foreign exchange shortage that pushed India to the brink of default and triggered sweeping economic liberalization and structural reforms.
  • A. Asian financial crisis of 1997–1998
    The Asian financial crisis of 1997–1998 was a severe regional economic meltdown that began with currency devaluations in East and Southeast Asia, triggering widespread financial instability, recessions, and international policy responses.
  • B. Russian financial crisis of 1998
    The Russian financial crisis of 1998 was a severe economic collapse marked by a sharp devaluation of the ruble, default on domestic debt, and banking sector turmoil that undermined confidence in Russia’s post-Soviet market reforms.
  • C. Panic of 1857
    The Panic of 1857 was a major U.S. financial crisis triggered by a collapse in the banking and railroad sectors, leading to a sharp economic downturn that intensified sectional tensions before the Civil War.
  • D. Indian Emergency (1975–1977)
    The Indian Emergency (1975–1977) was a 21-month period of authoritarian rule in India marked by suspension of civil liberties, press censorship, and mass arrests under Prime Minister Indira Gandhi.
  • E. Garibi Hatao
    Garibi Hatao was a prominent anti-poverty political slogan popularized by Indian Prime Minister Indira Gandhi in the early 1970s, symbolizing her government's focus on eradicating poverty and promoting social justice.
  • 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_69e24600eed08190bd7e5295653a1503 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18fda64cc8190aeb5ccd8d8d20858 completed April 29, 2026, 4:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30bcb5d4819088b89ef3aa187791 completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c3283a77081908369f2b8cb78c781 completed May 19, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c331f08248190a6fa671734fca280 completed May 19, 2026, 9:53 a.m.
Created at: April 17, 2026, 4:06 p.m.