Triple

T7150635
Position Surface form Disambiguated ID Type / Status
Subject density functional theory E166680 entity
Predicate implementedIn P2539 FINISHED
Object ABINIT
ABINIT is an open-source software suite for first-principles calculations of the electronic structure and properties of materials using density functional theory and related methods.
E645121 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: ABINIT | Statement: [density functional theory, implementedIn, ABINIT]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ABINIT
Context triple: [density functional theory, implementedIn, ABINIT]
  • A. MOPAC
    MOPAC is the strategic oversight body responsible for holding the Metropolitan Police Service in London to account and setting policing priorities on behalf of the Mayor.
  • B. density functional theory
    Density functional theory is a quantum mechanical method for calculating the electronic structure and properties of many-body systems, widely used in physics, chemistry, and materials science.
  • C. GSAS
    GSAS is Harvard University's Graduate School of Arts and Sciences, which oversees most of the institution's PhD and many master's programs in the arts and sciences.
  • D. GSAS
    GSAS is the Graduate School of Arts and Sciences at the University of Tokyo, a major division responsible for advanced interdisciplinary education and research in the humanities and sciences.
  • E. Electronic Structures of Molecules
    Electronic Structures of Molecules is a foundational scientific work by Robert S. Mulliken that systematically develops molecular orbital theory and its application to understanding the electronic properties and bonding of molecules.
  • 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: ABINIT
Triple: [density functional theory, implementedIn, ABINIT]
Generated description
ABINIT is an open-source software suite for first-principles calculations of the electronic structure and properties of materials using density functional theory and related methods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ABINIT
Target entity description: ABINIT is an open-source software suite for first-principles calculations of the electronic structure and properties of materials using density functional theory and related methods.
  • A. MOPAC
    MOPAC is the strategic oversight body responsible for holding the Metropolitan Police Service in London to account and setting policing priorities on behalf of the Mayor.
  • B. density functional theory
    Density functional theory is a quantum mechanical method for calculating the electronic structure and properties of many-body systems, widely used in physics, chemistry, and materials science.
  • C. GSAS
    GSAS is the Graduate School of Arts and Sciences at the University of Tokyo, a major division responsible for advanced interdisciplinary education and research in the humanities and sciences.
  • D. GSAS
    GSAS is Harvard University's Graduate School of Arts and Sciences, which oversees most of the institution's PhD and many master's programs in the arts and sciences.
  • E. Electronic Structures of Molecules
    Electronic Structures of Molecules is a foundational scientific work by Robert S. Mulliken that systematically develops molecular orbital theory and its application to understanding the electronic properties and bonding of molecules.
  • 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.