Triple

T22423136
Position Surface form Disambiguated ID Type / Status
Subject Erdős–Ko–Rado theorem E554298 entity
Predicate namedAfter P63 FINISHED
Object Chao Ko
Chao Ko was a mathematician known for his foundational contributions to extremal set theory, most notably as a namesake of the Erdős–Ko–Rado theorem.
E1536254 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: Chao Ko | Statement: [Erdős–Ko–Rado theorem, namedAfter, Chao Ko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chao Ko
Context triple: [Erdős–Ko–Rado theorem, namedAfter, Chao Ko]
  • A. Ko Yao
    Ko Yao is a tranquil pair of islands in southern Thailand known for their unspoiled beaches, traditional fishing villages, and laid-back atmosphere in Phang Nga Bay.
  • B. Chao
    Chao is a variant transliteration of the Chinese surname commonly rendered as Zhao in pinyin.
  • C. Ko Chorakhe
    Ko Chorakhe is a small island located within Thailand’s Chumphon Archipelago, known for its coastal scenery and marine environment.
  • D. Chau Ro
    The Chau Ro are an indigenous ethnic minority group in southern Vietnam, traditionally living in the forests and uplands of provinces such as Dong Nai and practicing swidden agriculture and animist beliefs.
  • E. Tai-Ngon
    Tai-Ngon is the former name of Chợ Lớn, the historic Chinese-influenced district that later became part of Ho Chi Minh City in Vietnam.
  • 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: Chao Ko
Triple: [Erdős–Ko–Rado theorem, namedAfter, Chao Ko]
Generated description
Chao Ko was a mathematician known for his foundational contributions to extremal set theory, most notably as a namesake of the Erdős–Ko–Rado theorem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chao Ko
Target entity description: Chao Ko was a mathematician known for his foundational contributions to extremal set theory, most notably as a namesake of the Erdős–Ko–Rado theorem.
  • A. Ko Yao
    Ko Yao is a tranquil pair of islands in southern Thailand known for their unspoiled beaches, traditional fishing villages, and laid-back atmosphere in Phang Nga Bay.
  • B. Chao
    Chao is a variant transliteration of the Chinese surname commonly rendered as Zhao in pinyin.
  • C. Ko Chorakhe
    Ko Chorakhe is a small island located within Thailand’s Chumphon Archipelago, known for its coastal scenery and marine environment.
  • D. Chau Ro
    The Chau Ro are an indigenous ethnic minority group in southern Vietnam, traditionally living in the forests and uplands of provinces such as Dong Nai and practicing swidden agriculture and animist beliefs.
  • E. Tai-Ngon
    Tai-Ngon is the former name of Chợ Lớn, the historic Chinese-influenced district that later became part of Ho Chi Minh City in Vietnam.
  • 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_69e11e4f2d0c819091aa3558ea2ee630 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15a2af620819083338127e78137dc completed April 29, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0af0f06cec8190a911ab9a867c0596 completed May 18, 2026, 10:58 a.m.
NEDg Description generation batch_6a0af2c6151881908f85a7c3c751cea9 completed May 18, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_6a0b08e411048190a368214c57c35d5e completed May 18, 2026, 12:41 p.m.
Created at: April 16, 2026, 8:47 p.m.