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.