Triple
T26123242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martin Weinberg |
E659031
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Homosexualities: A Study of Diversity Among Men and Women
Homosexualities: A Study of Diversity Among Men and Women is a pioneering sociological study by Martin Weinberg and colleagues that examines the varied experiences, identities, and social contexts of gay men and women.
|
E1712121
|
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: Homosexualities: A Study of Diversity Among Men and Women | Statement: [Martin Weinberg, notableWork, Homosexualities: A Study of Diversity Among Men and Women]
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: Homosexualities: A Study of Diversity Among Men and Women Triple: [Martin Weinberg, notableWork, Homosexualities: A Study of Diversity Among Men and Women]
Generated description
Homosexualities: A Study of Diversity Among Men and Women is a pioneering sociological study by Martin Weinberg and colleagues that examines the varied experiences, identities, and social contexts of gay men and women.
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_69ee5bc2b2948190b458ad3f580af779 |
completed | April 26, 2026, 6:38 p.m. |
| NER | Named-entity recognition | batch_69f60acd4cdc8190bbb11e4171c685b0 |
completed | May 2, 2026, 2:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a112759ed788190bbf086bf2b1ffef3 |
completed | May 23, 2026, 4:04 a.m. |
| NEDg | Description generation | batch_6a1152ca293c8190bb09fc8c8a22403a |
completed | May 23, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a1153247c388190807c81edacd9ea3e |
completed | May 23, 2026, 7:11 a.m. |
Created at: April 26, 2026, 8:10 p.m.