Triple

T3136310
Position Surface form Disambiguated ID Type / Status
Subject Ignacy E65537 entity
Predicate hasNotableBearer P458 FINISHED
Object Ignacy Sachs
Ignacy Sachs is a Polish-born French economist and sociologist known for his pioneering work on sustainable development and eco-development.
E402405 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: Ignacy Sachs | Statement: [Ignacy, hasNotableBearer, Ignacy Sachs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ignacy Sachs
Context triple: [Ignacy, hasNotableBearer, Ignacy Sachs]
  • A. Ignacy Fik
    Ignacy Fik was a Polish literary critic, poet, and essayist active in the interwar period, known for his Marxist-oriented cultural analysis and involvement in leftist intellectual circles.
  • B. Ignacy Chodźko
    Ignacy Chodźko was a 19th-century Polish writer and memoirist known for his works depicting the culture and history of the Polish–Lithuanian borderlands.
  • C. Ignacy Oziewicz
    Ignacy Oziewicz was a Polish military officer best known as the first commander of the National Armed Forces (NSZ), a major underground resistance organization during World War II.
  • D. Icek Hersz Zynger
    Icek Hersz Zynger is the birth name of Isaac Bashevis Singer, the Nobel Prize–winning Polish-American writer known for his Yiddish fiction.
  • E. August Zaleski
    August Zaleski was a Polish diplomat and politician who served as President of Poland in exile after World War II.
  • 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: Ignacy Sachs
Triple: [Ignacy, hasNotableBearer, Ignacy Sachs]
Generated description
Ignacy Sachs is a Polish-born French economist and sociologist known for his pioneering work on sustainable development and eco-development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ignacy Sachs
Target entity description: Ignacy Sachs is a Polish-born French economist and sociologist known for his pioneering work on sustainable development and eco-development.
  • A. Ignacy Fik
    Ignacy Fik was a Polish literary critic, poet, and essayist active in the interwar period, known for his Marxist-oriented cultural analysis and involvement in leftist intellectual circles.
  • B. Ignacy Chodźko
    Ignacy Chodźko was a 19th-century Polish writer and memoirist known for his works depicting the culture and history of the Polish–Lithuanian borderlands.
  • C. Ignacy Oziewicz
    Ignacy Oziewicz was a Polish military officer best known as the first commander of the National Armed Forces (NSZ), a major underground resistance organization during World War II.
  • D. Icek Hersz Zynger
    Icek Hersz Zynger is the birth name of Isaac Bashevis Singer, the Nobel Prize–winning Polish-American writer known for his Yiddish fiction.
  • E. August Zaleski
    August Zaleski was a Polish diplomat and politician who served as President of Poland in exile after World War II.
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada564eacc8190a54d07b4eb31c196 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533595bb88190814ea2ebe3495525 completed March 14, 2026, 10:07 a.m.
NEDg Description generation batch_69b5341fb74081909a33753e5fdd5c32 completed March 14, 2026, 10:10 a.m.
NED2 Entity disambiguation (via description) batch_69b534d279548190bee44aea7828ed3b completed March 14, 2026, 10:13 a.m.
Created at: March 8, 2026, 3:05 p.m.