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.