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.