Triple

T422013
Position Surface form Disambiguated ID Type / Status
Subject Philip Handler E8123 entity
Predicate familyName P18 FINISHED
Object Handler
Handler is a surname most notably associated with Philip Handler, an influential American biochemist and former president of the U.S. National Academy of Sciences.
E53099 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: Handler | Statement: [Philip Handler, familyName, Handler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Handler
Context triple: [Philip Handler, familyName, Handler]
  • A. H Reactor
    H Reactor was one of the plutonium-producing nuclear reactors at the Hanford Site in Washington, built during the Cold War as part of the U.S. nuclear weapons program.
  • B. Main
    The Main is a major river in Germany that flows through central regions including the state of Bavaria before joining the Rhine.
  • C. Interface Message Processor
    The Interface Message Processor was the pioneering packet-switching node that formed the backbone of the early ARPANET, serving as a precursor to modern internet routers.
  • D. Control Center
    Control Center is a macOS interface element that provides quick access to essential system controls and settings like Wi‑Fi, Bluetooth, display, and audio from a single menu.
  • E. OHC
    OHC is the acronym for the Office of Habitat Conservation, a division focused on protecting and restoring vital natural habitats.
  • 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: Handler
Triple: [Philip Handler, familyName, Handler]
Generated description
Handler is a surname most notably associated with Philip Handler, an influential American biochemist and former president of the U.S. National Academy of Sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Handler
Target entity description: Handler is a surname most notably associated with Philip Handler, an influential American biochemist and former president of the U.S. National Academy of Sciences.
  • A. H Reactor
    H Reactor was one of the plutonium-producing nuclear reactors at the Hanford Site in Washington, built during the Cold War as part of the U.S. nuclear weapons program.
  • B. Main
    The Main is a major river in Germany that flows through central regions including the state of Bavaria before joining the Rhine.
  • C. Interface Message Processor
    The Interface Message Processor was the pioneering packet-switching node that formed the backbone of the early ARPANET, serving as a precursor to modern internet routers.
  • D. Control Center
    Control Center is a macOS interface element that provides quick access to essential system controls and settings like Wi‑Fi, Bluetooth, display, and audio from a single menu.
  • E. OHC
    OHC is the acronym for the Office of Habitat Conservation, a division focused on protecting and restoring vital natural habitats.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eec0e9dc81908c08b209ce5278ef completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4254646bc8190bfa77dbdfdb939b8 completed March 1, 2026, 11:38 a.m.
NEDg Description generation batch_69a425b246588190847c7bae8319e5e7 completed March 1, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69a42616978881909f7c51f7cf8f467a completed March 1, 2026, 11:42 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.