Triple
T34010860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samuel Hollander |
E872107
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Economics of Thomas Robert Malthus
The Economics of Thomas Robert Malthus is a scholarly work by economist Samuel Hollander that offers a comprehensive reinterpretation of Malthus’s economic theories and their place in classical political economy.
|
E2078024
|
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: The Economics of Thomas Robert Malthus | Statement: [Samuel Hollander, notableWork, The Economics of Thomas Robert Malthus]
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: The Economics of Thomas Robert Malthus Triple: [Samuel Hollander, notableWork, The Economics of Thomas Robert Malthus]
Generated description
The Economics of Thomas Robert Malthus is a scholarly work by economist Samuel Hollander that offers a comprehensive reinterpretation of Malthus’s economic theories and their place in classical political economy.
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_69f349a08848819084b348d64c1879c3 |
completed | April 30, 2026, 12:22 p.m. |
| NER | Named-entity recognition | batch_69f70aef1d04819080add0f4b2eb2acf |
completed | May 3, 2026, 8:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a3692efa55c819086fdc7cd7eeb5475 |
completed | June 20, 2026, 1:17 p.m. |
| NEDg | Description generation | batch_6a3696cb31e08190baaaca849e172a0e |
completed | June 20, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a369822b9b08190948d96660aa768bb |
completed | June 20, 2026, 1:39 p.m. |
Created at: May 1, 2026, 1:51 a.m.