Triple

T4777788
Position Surface form Disambiguated ID Type / Status
Subject Johan Rockström E106092 entity
Predicate coAuthor P398 FINISHED
Object Katherine Richardson
Katherine Richardson is a Danish-American oceanographer and climate scientist known for her work on marine ecosystems and planetary boundaries.
E469721 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: Katherine Richardson | Statement: [Johan Rockström, coAuthor, Katherine Richardson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Katherine Richardson
Context triple: [Johan Rockström, coAuthor, Katherine Richardson]
  • A. Patricia Haines
    Patricia Haines was a British actress known for her television and film roles in the 1950s and 1960s.
  • B. Katherine Woodcock
    Katherine Woodcock was the second wife of the English poet John Milton, remembered primarily through his sonnet mourning her death shortly after childbirth.
  • C. Beth Grant
    Beth Grant is an American character actress known for her prolific work in film and television, often portraying strict, eccentric, or morally rigid supporting characters.
  • D. Elizabeth Smith
    Elizabeth Smith was the mother of George Monck, the 1st Duke of Albemarle, a key military figure in the English Restoration.
  • E. Mary Johnson
    Mary Johnson is the impoverished young protagonist of Stephen Crane’s novella "Maggie: A Girl of the Streets," whose tragic life in the slums of New York highlights the brutal effects of poverty and social hypocrisy.
  • 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: Katherine Richardson
Triple: [Johan Rockström, coAuthor, Katherine Richardson]
Generated description
Katherine Richardson is a Danish-American oceanographer and climate scientist known for her work on marine ecosystems and planetary boundaries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Katherine Richardson
Target entity description: Katherine Richardson is a Danish-American oceanographer and climate scientist known for her work on marine ecosystems and planetary boundaries.
  • A. Patricia Haines
    Patricia Haines was a British actress known for her television and film roles in the 1950s and 1960s.
  • B. Katherine Woodcock
    Katherine Woodcock was the second wife of the English poet John Milton, remembered primarily through his sonnet mourning her death shortly after childbirth.
  • C. Beth Grant
    Beth Grant is an American character actress known for her prolific work in film and television, often portraying strict, eccentric, or morally rigid supporting characters.
  • D. Elizabeth Smith
    Elizabeth Smith was the mother of George Monck, the 1st Duke of Albemarle, a key military figure in the English Restoration.
  • E. Mary Johnson
    Mary Johnson is the impoverished young protagonist of Stephen Crane’s novella "Maggie: A Girl of the Streets," whose tragic life in the slums of New York highlights the brutal effects of poverty and social hypocrisy.
  • 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_69bd43f3074c8190937e7b0a457fe9f1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd65881e2c8190aa5b57759885b2bb completed March 20, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43caec588190880c47f11d3f2daf completed March 21, 2026, 7:07 a.m.
NEDg Description generation batch_69be44df4e808190bb65ea205446a98f completed March 21, 2026, 7:12 a.m.
NED2 Entity disambiguation (via description) batch_69be45bc7b2c8190aa293d2c10077864 completed March 21, 2026, 7:16 a.m.
Created at: March 20, 2026, 1:21 p.m.