Triple

T317982
Position Surface form Disambiguated ID Type / Status
Subject Hubbard Medal E7748 entity
Predicate notableRecipient P108 FINISHED
Object Robert Ballard
Robert Ballard is an American oceanographer and marine archaeologist best known for discovering the wreck of the RMS Titanic and leading numerous deep-sea exploration missions.
E41329 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: Robert Ballard | Statement: [Hubbard Medal, notableRecipient, Robert Ballard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Ballard
Context triple: [Hubbard Medal, notableRecipient, Robert Ballard]
  • A. Don Walsh
    Don Walsh is an American oceanographer and former U.S. Navy officer best known for co-piloting the bathyscaphe Trieste on the first crewed descent to the bottom of the Mariana Trench in 1960.
  • B. Jacques-Yves Cousteau
    Jacques-Yves Cousteau was a pioneering French naval officer, explorer, filmmaker, and conservationist who revolutionized underwater exploration and popularized marine science through his documentaries and inventions like the Aqua-Lung.
  • C. Jacques Piccard
    Jacques Piccard was a Swiss oceanographer and engineer best known for co-piloting the bathyscaphe Trieste on the historic first crewed descent to the bottom of the Mariana Trench in 1960.
  • D. Bruce C. Heezen
    Bruce C. Heezen was an American geologist and oceanographer renowned for his pioneering work in seafloor mapping and the discovery of extensive mid-ocean ridge systems.
  • E. Hugo van Lawick
    Hugo van Lawick was a Dutch wildlife filmmaker and photographer renowned for documenting African wildlife and extensively filming Jane Goodall’s chimpanzee research in Gombe.
  • 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: Robert Ballard
Triple: [Hubbard Medal, notableRecipient, Robert Ballard]
Generated description
Robert Ballard is an American oceanographer and marine archaeologist best known for discovering the wreck of the RMS Titanic and leading numerous deep-sea exploration missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Ballard
Target entity description: Robert Ballard is an American oceanographer and marine archaeologist best known for discovering the wreck of the RMS Titanic and leading numerous deep-sea exploration missions.
  • A. Don Walsh
    Don Walsh is an American oceanographer and former U.S. Navy officer best known for co-piloting the bathyscaphe Trieste on the first crewed descent to the bottom of the Mariana Trench in 1960.
  • B. Jacques-Yves Cousteau
    Jacques-Yves Cousteau was a pioneering French naval officer, explorer, filmmaker, and conservationist who revolutionized underwater exploration and popularized marine science through his documentaries and inventions like the Aqua-Lung.
  • C. Jacques Piccard
    Jacques Piccard was a Swiss oceanographer and engineer best known for co-piloting the bathyscaphe Trieste on the historic first crewed descent to the bottom of the Mariana Trench in 1960.
  • D. Bruce C. Heezen
    Bruce C. Heezen was an American geologist and oceanographer renowned for his pioneering work in seafloor mapping and the discovery of extensive mid-ocean ridge systems.
  • E. Hugo van Lawick
    Hugo van Lawick was a Dutch wildlife filmmaker and photographer renowned for documenting African wildlife and extensively filming Jane Goodall’s chimpanzee research in Gombe.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea67b7588190be394a56498758b6 completed Feb. 28, 2026, 1:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cafef7d48190b00f577488298605 completed March 1, 2026, 5:13 a.m.
NEDg Description generation batch_69a3cb608d5481908e43e0c0d021f925 completed March 1, 2026, 5:15 a.m.
NED2 Entity disambiguation (via description) batch_69a3cc0fb7b48190bf002516d07b6bc5 completed March 1, 2026, 5:18 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.