Triple

T7603382
Position Surface form Disambiguated ID Type / Status
Subject STS-115 E180038 entity
Predicate missionSpecialist P21471 FINISHED
Object Heidemarie M. Stefanyshyn-Piper
Heidemarie M. Stefanyshyn-Piper is a retired U.S. Navy officer and NASA astronaut who flew on two Space Shuttle missions and conducted multiple spacewalks to help assemble the International Space Station.
E675976 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: Heidemarie M. Stefanyshyn-Piper | Statement: [STS-115, missionSpecialist, Heidemarie M. Stefanyshyn-Piper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heidemarie M. Stefanyshyn-Piper
Context triple: [STS-115, missionSpecialist, Heidemarie M. Stefanyshyn-Piper]
  • A. Sonya Walger
    Sonya Walger is a British actress best known for her roles in television series such as "Lost," "FlashForward," and "For All Mankind."
  • B. Ellen M. Pawlikowski
    Ellen M. Pawlikowski is a retired four-star general in the United States Air Force known for her leadership in military space and acquisition programs.
  • C. Kathryn A. Piper
    Kathryn A. Piper is the attorney whose successful challenge to New Hampshire’s residency requirement for bar admission led to the landmark U.S. Supreme Court decision in Supreme Court of New Hampshire v. Piper.
  • D. Gudrun Burwitz
    Gudrun Burwitz was the daughter of Heinrich Himmler who became known after World War II for her lifelong loyalty to Nazi ideology and support for former SS members.
  • E. Christine Paulin-Mohring
    Christine Paulin-Mohring is a French computer scientist and logician best known as a leading developer of the Coq proof assistant and for her contributions to type theory and formal methods.
  • 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: Heidemarie M. Stefanyshyn-Piper
Triple: [STS-115, missionSpecialist, Heidemarie M. Stefanyshyn-Piper]
Generated description
Heidemarie M. Stefanyshyn-Piper is a retired U.S. Navy officer and NASA astronaut who flew on two Space Shuttle missions and conducted multiple spacewalks to help assemble the International Space Station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heidemarie M. Stefanyshyn-Piper
Target entity description: Heidemarie M. Stefanyshyn-Piper is a retired U.S. Navy officer and NASA astronaut who flew on two Space Shuttle missions and conducted multiple spacewalks to help assemble the International Space Station.
  • A. Sonya Walger
    Sonya Walger is a British actress best known for her roles in television series such as "Lost," "FlashForward," and "For All Mankind."
  • B. Ellen M. Pawlikowski
    Ellen M. Pawlikowski is a retired four-star general in the United States Air Force known for her leadership in military space and acquisition programs.
  • C. Kathryn A. Piper
    Kathryn A. Piper is the attorney whose successful challenge to New Hampshire’s residency requirement for bar admission led to the landmark U.S. Supreme Court decision in Supreme Court of New Hampshire v. Piper.
  • D. Gudrun Burwitz
    Gudrun Burwitz was the daughter of Heinrich Himmler who became known after World War II for her lifelong loyalty to Nazi ideology and support for former SS members.
  • E. Christine Paulin-Mohring
    Christine Paulin-Mohring is a French computer scientist and logician best known as a leading developer of the Coq proof assistant and for her contributions to type theory and formal methods.
  • 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_69c69f3567008190ab01d2ca7b53584a completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f9fa633081909660f653f5b073cd completed March 27, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8684a98fc8190b3d0568f13ccd123 completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c8691bf25881909585bb04404f90da completed March 28, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69c8698f70a081909633b3b6d7fd45e1 completed March 28, 2026, 11:51 p.m.
Created at: March 27, 2026, 3:54 p.m.