Triple

T19255626
Position Surface form Disambiguated ID Type / Status
Subject Left Democratic Front E481509 entity
Predicate opposedTo P437 FINISHED
Object United Democratic Front (Kerala)
The United Democratic Front (Kerala) is a major centrist-to-centre-left political alliance in the Indian state of Kerala, led by the Indian National Congress and alternating in power with the Left Democratic Front.
 E1366132 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: United Democratic Front (Kerala) | Statement: [Left Democratic Front, opposedTo, United Democratic Front (Kerala)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United Democratic Front (Kerala)
Context triple: [Left Democratic Front, opposedTo, United Democratic Front (Kerala)]
  • A. Kerala Congress (Joseph)
    Kerala Congress (Joseph) is a regional political party in the Indian state of Kerala, led by P. J. Joseph and primarily representing agrarian and Christian community interests.
  • B. Freedom Front Plus
    Freedom Front Plus is a South African political party that primarily represents Afrikaner and minority interests, advocating for cultural self-determination, conservative values, and federalism.
  • C. Revolutionary United Front
    The Revolutionary United Front was a rebel group in Sierra Leone notorious for its brutal tactics, including widespread atrocities against civilians, during the country's civil war in the 1990s and early 2000s.
  • D. National Social Democratic Front
    The National Social Democratic Front was a major conservative, anti-communist political alliance in South Vietnam that supported the regime of President Nguyễn Văn Thiệu during the Vietnam War era.
  • E. All India Forward Bloc
    All India Forward Bloc is an Indian left-wing nationalist political party established by Subhas Chandra Bose as a vehicle for his radical anti-colonial and socialist agenda.
  • 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: United Democratic Front (Kerala)
Triple: [Left Democratic Front, opposedTo, United Democratic Front (Kerala)]
Generated description
The United Democratic Front (Kerala) is a major centrist-to-centre-left political alliance in the Indian state of Kerala, led by the Indian National Congress and alternating in power with the Left Democratic Front.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: United Democratic Front (Kerala)
Target entity description: The United Democratic Front (Kerala) is a major centrist-to-centre-left political alliance in the Indian state of Kerala, led by the Indian National Congress and alternating in power with the Left Democratic Front.
  • A. Kerala Congress (Joseph)
    Kerala Congress (Joseph) is a regional political party in the Indian state of Kerala, led by P. J. Joseph and primarily representing agrarian and Christian community interests.
  • B. Freedom Front Plus
    Freedom Front Plus is a South African political party that primarily represents Afrikaner and minority interests, advocating for cultural self-determination, conservative values, and federalism.
  • C. Revolutionary United Front
    The Revolutionary United Front was a rebel group in Sierra Leone notorious for its brutal tactics, including widespread atrocities against civilians, during the country's civil war in the 1990s and early 2000s.
  • D. National Social Democratic Front
    The National Social Democratic Front was a major conservative, anti-communist political alliance in South Vietnam that supported the regime of President Nguyễn Văn Thiệu during the Vietnam War era.
  • E. All India Forward Bloc
    All India Forward Bloc is an Indian left-wing nationalist political party established by Subhas Chandra Bose as a vehicle for his radical anti-colonial and socialist agenda.
  • 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_69d8e8cd9d1081908a181d02b88b59b8 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fb3572c08190a55f1c71cdb18b42 completed April 20, 2026, 10:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0705e94604819091157c7b7df406f6 completed May 15, 2026, 11:39 a.m.
NEDg Description generation batch_6a0706a7ff54819095a52f8d77d18060 completed May 15, 2026, 11:42 a.m.
NED2 Entity disambiguation (via description) batch_6a070731b0888190a1f93236b36302a6 completed May 15, 2026, 11:44 a.m.
Created at: April 10, 2026, 1:28 p.m.