Triple

T7150602
Position Surface form Disambiguated ID Type / Status
Subject density functional theory E166680 entity
Predicate extendedBy P9926 FINISHED
Object Lu Jeu Sham
Lu Jeu Sham is a theoretical physicist best known as co-developer of the Kohn–Sham formulation of density functional theory, a cornerstone of modern computational quantum chemistry and condensed matter physics.
E645117 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: Lu Jeu Sham | Statement: [density functional theory, extendedBy, Lu Jeu Sham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lu Jeu Sham
Context triple: [density functional theory, extendedBy, Lu Jeu Sham]
  • A. Jin Go Lo Ba
    "Jin Go Lo Ba" is a track by Fatboy Slim, featured on his 2004 album "Palookaville," known for its energetic big beat style and heavy percussion.
  • B. I Wor Kuen
    I Wor Kuen was a radical Asian American Marxist-Leninist organization active in the late 1960s and 1970s that played a key role in community organizing, anti-imperialist activism, and the broader Asian American liberation movement.
  • C. Nine Dragons
    "Nine Dragons" is a crime novel by Michael Connelly featuring LAPD detective Harry Bosch as he investigates a case that takes him from Los Angeles to Hong Kong.
  • D. Sip Song Chau Tai
    Sip Song Chau Tai was a historical confederation of twelve Tai principalities in the northwest region of present-day Vietnam and parts of Laos, known for its semi-autonomous rule under local Tai lords.
  • E. Hua Zhuang
    Hua Zhuang is a subway station in Beijing that serves as a terminus on the city's Line 7.
  • 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: Lu Jeu Sham
Triple: [density functional theory, extendedBy, Lu Jeu Sham]
Generated description
Lu Jeu Sham is a theoretical physicist best known as co-developer of the Kohn–Sham formulation of density functional theory, a cornerstone of modern computational quantum chemistry and condensed matter physics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lu Jeu Sham
Target entity description: Lu Jeu Sham is a theoretical physicist best known as co-developer of the Kohn–Sham formulation of density functional theory, a cornerstone of modern computational quantum chemistry and condensed matter physics.
  • A. Jin Go Lo Ba
    "Jin Go Lo Ba" is a track by Fatboy Slim, featured on his 2004 album "Palookaville," known for its energetic big beat style and heavy percussion.
  • B. I Wor Kuen
    I Wor Kuen was a radical Asian American Marxist-Leninist organization active in the late 1960s and 1970s that played a key role in community organizing, anti-imperialist activism, and the broader Asian American liberation movement.
  • C. Nine Dragons
    "Nine Dragons" is a crime novel by Michael Connelly featuring LAPD detective Harry Bosch as he investigates a case that takes him from Los Angeles to Hong Kong.
  • D. Sip Song Chau Tai
    Sip Song Chau Tai was a historical confederation of twelve Tai principalities in the northwest region of present-day Vietnam and parts of Laos, known for its semi-autonomous rule under local Tai lords.
  • E. Hua Zhuang
    Hua Zhuang is a subway station in Beijing that serves as a terminus on the city's Line 7.
  • 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_69c7ada940e08190b16e97e363801e75 completed March 28, 2026, 10:30 a.m.
NEDg Description generation batch_69c7ae5767408190860c1c7bc3a769fa completed March 28, 2026, 10:32 a.m.
NED2 Entity disambiguation (via description) batch_69c7aeb68c3481909c6dff8ee51349ab completed March 28, 2026, 10:34 a.m.
Created at: March 27, 2026, 2:46 p.m.