Triple

T16075319
Position Surface form Disambiguated ID Type / Status
Subject Nierenberg Prize for Science in the Public Interest E389965 entity
Predicate hasAwarded P2391 FINISHED
Object James Balog
James Balog is an American photographer and environmentalist renowned for his dramatic visual documentation of climate change, particularly through long-term glacier photography projects.
E1192298 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: James Balog | Statement: [Nierenberg Prize for Science in the Public Interest, hasAwarded, James Balog]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Balog
Context triple: [Nierenberg Prize for Science in the Public Interest, hasAwarded, James Balog]
  • A. Nick Brandt
    Nick Brandt is a British photographer and director best known for his evocative black-and-white images of African wildlife and landscapes that highlight environmental destruction and conservation issues.
  • B. Chris Oroc
    Chris Oroc is the real name of DJ Babu, a renowned Filipino-American turntablist and member of the hip hop group Dilated Peoples.
  • C. Michael Seibel
    Michael Seibel is an American entrepreneur and investor best known as a managing director and group partner at Y Combinator and co-founder of multiple influential startups.
  • D. Chris Woodard
    Chris Woodard is a person notable enough to be recognized as a namesake of the surname Woodard.
  • E. Daniel Robert Snow
    Daniel Robert Snow is a British historian, television presenter, and author known for his engaging documentaries and books on military and world history.
  • 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: James Balog
Triple: [Nierenberg Prize for Science in the Public Interest, hasAwarded, James Balog]
Generated description
James Balog is an American photographer and environmentalist renowned for his dramatic visual documentation of climate change, particularly through long-term glacier photography projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Balog
Target entity description: James Balog is an American photographer and environmentalist renowned for his dramatic visual documentation of climate change, particularly through long-term glacier photography projects.
  • A. Nick Brandt
    Nick Brandt is a British photographer and director best known for his evocative black-and-white images of African wildlife and landscapes that highlight environmental destruction and conservation issues.
  • B. Chris Oroc
    Chris Oroc is the real name of DJ Babu, a renowned Filipino-American turntablist and member of the hip hop group Dilated Peoples.
  • C. Michael Seibel
    Michael Seibel is an American entrepreneur and investor best known as a managing director and group partner at Y Combinator and co-founder of multiple influential startups.
  • D. Chris Woodard
    Chris Woodard is a person notable enough to be recognized as a namesake of the surname Woodard.
  • E. Daniel Robert Snow
    Daniel Robert Snow is a British historian, television presenter, and author known for his engaging documentaries and books on military and world history.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183c0e4388190b4b9b86e1c38f184 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe48715e48190a493d1e373dc7c5f completed May 10, 2026, 1:51 a.m.
NEDg Description generation batch_69ffe5407d408190b6c5ac22f2e62026 completed May 10, 2026, 1:54 a.m.
NED2 Entity disambiguation (via description) batch_69ffe5d294c88190b60b9654899b5149 completed May 10, 2026, 1:56 a.m.
Created at: April 10, 2026, 4:57 a.m.