Triple
T124812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franz Boas |
E2523
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Melville J. Herskovits
Melville J. Herskovits was an American anthropologist known for pioneering African and African diaspora studies and for challenging racial and cultural biases in social science.
|
E16942
|
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: Melville J. Herskovits | Statement: [Franz Boas, influenced, Melville J. Herskovits]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melville J. Herskovits Context triple: [Franz Boas, influenced, Melville J. Herskovits]
-
A.
Franz Boas
Franz Boas was a pioneering German-American anthropologist often regarded as the "father of American anthropology" for his foundational work in cultural relativism and field-based ethnographic research.
-
B.
Alfred L. Kroeber
Alfred L. Kroeber was a pioneering American anthropologist known for his influential work on Native American cultures, linguistic anthropology, and the development of cultural anthropology in the United States.
-
C.
Ruth Benedict
Ruth Benedict was a pioneering American anthropologist known for her work on culture and personality, particularly through influential books like "Patterns of Culture."
-
D.
Alfred Marston Tozzer
Alfred Marston Tozzer was an American anthropologist and archaeologist known for his pioneering work on Mayan civilization and his long association with Harvard University.
-
E.
Edward Sapir
Edward Sapir was a pioneering American anthropologist-linguist whose work on language, culture, and cognition helped lay the foundations of modern linguistics and linguistic anthropology.
- 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: Melville J. Herskovits Triple: [Franz Boas, influenced, Melville J. Herskovits]
Generated description
Melville J. Herskovits was an American anthropologist known for pioneering African and African diaspora studies and for challenging racial and cultural biases in social science.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melville J. Herskovits Target entity description: Melville J. Herskovits was an American anthropologist known for pioneering African and African diaspora studies and for challenging racial and cultural biases in social science.
-
A.
Franz Boas
Franz Boas was a pioneering German-American anthropologist often regarded as the "father of American anthropology" for his foundational work in cultural relativism and field-based ethnographic research.
-
B.
Alfred L. Kroeber
Alfred L. Kroeber was a pioneering American anthropologist known for his influential work on Native American cultures, linguistic anthropology, and the development of cultural anthropology in the United States.
-
C.
Ruth Benedict
Ruth Benedict was a pioneering American anthropologist known for her work on culture and personality, particularly through influential books like "Patterns of Culture."
-
D.
Alfred Marston Tozzer
Alfred Marston Tozzer was an American anthropologist and archaeologist known for his pioneering work on Mayan civilization and his long association with Harvard University.
-
E.
Edward Sapir
Edward Sapir was a pioneering American anthropologist-linguist whose work on language, culture, and cognition helped lay the foundations of modern linguistics and linguistic anthropology.
- 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_69a251b54ea88190b18281669f59b4c0 |
completed | Feb. 28, 2026, 2:23 a.m. |
| NER | Named-entity recognition | batch_69a2573e4e6481908252dfef2e34f46e |
completed | Feb. 28, 2026, 2:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2bf67902c8190b4e88c70d25439e8 |
completed | Feb. 28, 2026, 10:11 a.m. |
| NEDg | Description generation | batch_69a2bfd78fa48190b7af7a5113c1bbf6 |
completed | Feb. 28, 2026, 10:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2c0ac71bc8190a80b2090d96c1e37 |
completed | Feb. 28, 2026, 10:17 a.m. |
Created at: Feb. 28, 2026, 2:27 a.m.