Triple

T7150597
Position Surface form Disambiguated ID Type / Status
Subject density functional theory E166680 entity
Predicate introducedBy P513 FINISHED
Object Pierre Hohenberg
Pierre Hohenberg was a theoretical physicist best known for co-formulating the Hohenberg–Kohn theorems, which laid the mathematical foundation of modern density functional theory in quantum mechanics.
E848905 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: Pierre Hohenberg | Statement: [density functional theory, introducedBy, Pierre Hohenberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pierre Hohenberg
Context triple: [density functional theory, introducedBy, Pierre Hohenberg]
  • A. René Le Hénaff
    René Le Hénaff was a French film editor and director known for his work on numerous classic French films in the early to mid-20th century.
  • B. Michel Berger
    Michel Berger was a renowned French singer-songwriter, composer, and producer, celebrated for his influential contributions to French pop music and his collaborations with artists such as France Gall.
  • C. Jacques Revaux
    Jacques Revaux is a French songwriter best known for co-composing the classic chanson "Comme d'habitude," which became internationally famous as "My Way."
  • D. Alain Macklovitch
    Alain Macklovitch is a Canadian DJ, turntablist, and record producer better known by his stage name A-Trak, recognized for his influential role in electronic and hip-hop music.
  • E. Boris Dilliès
    Boris Dilliès is a Belgian politician known for serving as the mayor of the Brussels municipality of Uccle.
  • 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: Pierre Hohenberg
Triple: [density functional theory, introducedBy, Pierre Hohenberg]
Generated description
Pierre Hohenberg was a theoretical physicist best known for co-formulating the Hohenberg–Kohn theorems, which laid the mathematical foundation of modern density functional theory in quantum mechanics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pierre Hohenberg
Target entity description: Pierre Hohenberg was a theoretical physicist best known for co-formulating the Hohenberg–Kohn theorems, which laid the mathematical foundation of modern density functional theory in quantum mechanics.
  • A. René Le Hénaff
    René Le Hénaff was a French film editor and director known for his work on numerous classic French films in the early to mid-20th century.
  • B. Michel Berger
    Michel Berger was a renowned French singer-songwriter, composer, and producer, celebrated for his influential contributions to French pop music and his collaborations with artists such as France Gall.
  • C. Jacques Revaux
    Jacques Revaux is a French songwriter best known for co-composing the classic chanson "Comme d'habitude," which became internationally famous as "My Way."
  • D. Alain Macklovitch
    Alain Macklovitch is a Canadian DJ, turntablist, and record producer better known by his stage name A-Trak, recognized for his influential role in electronic and hip-hop music.
  • E. Boris Dilliès
    Boris Dilliès is a Belgian politician known for serving as the mayor of the Brussels municipality of Uccle.
  • 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_69c68886779c8190a8e3fbabffe68253 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e7f28b188190b1732ca711666531 completed March 27, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d534fbc3fc8190b64611ef1de92865 completed April 7, 2026, 4:46 p.m.
NEDg Description generation batch_69d53663d4c881908647591cfb658223 completed April 7, 2026, 4:52 p.m.
NED2 Entity disambiguation (via description) batch_69d536c5d5c88190a9caac68f10990a9 completed April 7, 2026, 4:54 p.m.
Created at: March 27, 2026, 2:46 p.m.