Triple
T390710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robotics Institute, Carnegie Mellon University |
E8872
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Martial Hebert
Martial Hebert is a prominent computer scientist and roboticist known for his work in computer vision and autonomous systems, and for serving as a leading faculty member and former director of Carnegie Mellon University's Robotics Institute.
|
E54899
|
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: Martial Hebert | Statement: [Robotics Institute, Carnegie Mellon University, hasFaculty, Martial Hebert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martial Hebert Context triple: [Robotics Institute, Carnegie Mellon University, hasFaculty, Martial Hebert]
-
A.
Charles L’Eplattenier
Charles L’Eplattenier was a Swiss painter, decorative artist, and influential art teacher whose nature-inspired style helped shape the early artistic development of architect Le Corbusier.
-
B.
Charles Léon
Charles Léon was the illegitimate son of Napoleon Bonaparte and a French servant, known primarily for his connection to the emperor.
-
C.
Antoine-Claude Briasson
Antoine-Claude Briasson was an 18th-century French printer-publisher best known for being one of the principal publishers of Diderot and d’Alembert’s Encyclopédie.
-
D.
Stephen Sauvestre
Stephen Sauvestre was a French architect best known for designing the architectural embellishments and final aesthetic of the Eiffel Tower.
-
E.
Henri Chrétien
Henri Chrétien was a French astronomer and optical engineer best known for co-developing the Ritchey–Chrétien telescope design and pioneering wide-angle optical systems.
- 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: Martial Hebert Triple: [Robotics Institute, Carnegie Mellon University, hasFaculty, Martial Hebert]
Generated description
Martial Hebert is a prominent computer scientist and roboticist known for his work in computer vision and autonomous systems, and for serving as a leading faculty member and former director of Carnegie Mellon University's Robotics Institute.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martial Hebert Target entity description: Martial Hebert is a prominent computer scientist and roboticist known for his work in computer vision and autonomous systems, and for serving as a leading faculty member and former director of Carnegie Mellon University's Robotics Institute.
-
A.
Charles L’Eplattenier
Charles L’Eplattenier was a Swiss painter, decorative artist, and influential art teacher whose nature-inspired style helped shape the early artistic development of architect Le Corbusier.
-
B.
Charles Léon
Charles Léon was the illegitimate son of Napoleon Bonaparte and a French servant, known primarily for his connection to the emperor.
-
C.
Antoine-Claude Briasson
Antoine-Claude Briasson was an 18th-century French printer-publisher best known for being one of the principal publishers of Diderot and d’Alembert’s Encyclopédie.
-
D.
Stephen Sauvestre
Stephen Sauvestre was a French architect best known for designing the architectural embellishments and final aesthetic of the Eiffel Tower.
-
E.
Henri Chrétien
Henri Chrétien was a French astronomer and optical engineer best known for co-developing the Ritchey–Chrétien telescope design and pioneering wide-angle optical systems.
- 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_69a2e7f55c60819097aff65ea2ca2832 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec5d73e881909101308a583c8f13 |
completed | Feb. 28, 2026, 1:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a431dbb77081908f87740c9b827f90 |
completed | March 1, 2026, 12:32 p.m. |
| NEDg | Description generation | batch_69a4320b5b08819098ca871f5fbc1a3b |
completed | March 1, 2026, 12:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a43503ddc48190b2a84ddd5cc39290 |
completed | March 1, 2026, 12:45 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.