Triple
T8926398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Theory and Measurement of Demand |
E212548
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Henry Schultz |
E37719
|
NE FINISHED |
How this triple was built (2 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: Henry Schultz | Statement: [The Theory and Measurement of Demand, author, Henry Schultz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Henry Schultz Context triple: [The Theory and Measurement of Demand, author, Henry Schultz]
-
A.
Henry Schultz
chosen
Henry Schultz was an American economist and early pioneer of econometrics, known for his influential work on demand analysis and for helping establish econometrics as a rigorous quantitative discipline.
-
B.
Elwood Mead
Elwood Mead was an American engineer and public official who served as U.S. Commissioner of Reclamation and oversaw major Western water projects, including the development associated with Hoover Dam.
-
C.
Mr. Fischoeder
Mr. Fischoeder is the eccentric, wealthy, and eyepatch-wearing landlord of the Belcher family in the animated TV series "Bob's Burgers."
-
D.
Harvey Kinkle
Harvey Kinkle is Sabrina Spellman's kind-hearted, often clueless mortal boyfriend in the "Sabrina the Teenage Witch" franchise.
-
E.
Henry Shultz
Henry Shultz was a 19th-century entrepreneur and bridge builder best known for establishing the town of Hamburg, South Carolina, as a commercial rival to nearby Augusta, Georgia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca839481d48190b42b037e0d0f636c |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6671557c81909f3837ffd6a15ffe |
completed | April 1, 2026, 12:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfba58e9ec81909141c516d05ac790 |
completed | April 3, 2026, 1:02 p.m. |
Created at: March 30, 2026, 6:57 p.m.