Triple

T3553845
Position Surface form Disambiguated ID Type / Status
Subject Louis Lingg E75173 entity
Predicate familyName P18 FINISHED
Object Lingg
Lingg is a German surname most notably associated with Louis Lingg, one of the anarchists linked to the 1886 Haymarket affair in Chicago.
 E367075 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: Lingg | Statement: [Louis Lingg, familyName, Lingg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lingg
Context triple: [Louis Lingg, familyName, Lingg]
  • A. Limba
    The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
  • B. Lapinig
    Lapinig is a coastal municipality in the province of Northern Samar in the Philippines.
  • C. Litunga
    The Litunga is the king of the Lozi people of western Zambia, serving as their paramount traditional ruler and cultural figurehead.
  • D. Limbu
    Limbu are an indigenous ethnic group from eastern Nepal and neighboring regions, known for their distinct language, culture, and traditions within the broader Kirati community.
  • E. Lin
    Lin is the fugitive Australian protagonist of Gregory David Roberts' novel "Shantaram," who reinvents himself in the underworld of Bombay.
  • 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: Lingg
Triple: [Louis Lingg, familyName, Lingg]
Generated description
Lingg is a German surname most notably associated with Louis Lingg, one of the anarchists linked to the 1886 Haymarket affair in Chicago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lingg
Target entity description: Lingg is a German surname most notably associated with Louis Lingg, one of the anarchists linked to the 1886 Haymarket affair in Chicago.
  • A. Limba
    The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
  • B. Lapinig
    Lapinig is a coastal municipality in the province of Northern Samar in the Philippines.
  • C. Litunga
    The Litunga is the king of the Lozi people of western Zambia, serving as their paramount traditional ruler and cultural figurehead.
  • D. Limbu
    Limbu are an indigenous ethnic group from eastern Nepal and neighboring regions, known for their distinct language, culture, and traditions within the broader Kirati community.
  • E. Lin
    Lin is the fugitive Australian protagonist of Gregory David Roberts' novel "Shantaram," who reinvents himself in the underworld of Bombay.
  • 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_69ad85d33c6c819081d5ac1df13b5680 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc05549d88190acdebdd542ea1a67 completed March 8, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38beef8b4819090109ab89e9671d6 completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38c84fc788190a074f14a76bb7944 completed March 13, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69b38cb872948190a75bc6d6829187c5 completed March 13, 2026, 4:04 a.m.
Created at: March 8, 2026, 3:20 p.m.