Triple
T6995388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William D. Hamilton |
E162198
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Extraordinary Sex Ratios
"Extraordinary Sex Ratios" is a seminal work by evolutionary biologist W. D. Hamilton that develops and analyzes theoretical explanations for skewed sex ratios in natural populations.
|
E634420
|
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: Extraordinary Sex Ratios | Statement: [William D. Hamilton, notableWork, Extraordinary Sex Ratios]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Extraordinary Sex Ratios Context triple: [William D. Hamilton, notableWork, Extraordinary Sex Ratios]
-
A.
Sex, Evolution, and Behavior
Sex, Evolution, and Behavior is an influential book that applies evolutionary biology and behavioral ecology to explain patterns of sexual behavior and reproductive strategies in humans and other animals.
-
B.
Sex Is Law
"Sex Is Law" is a hip-hop album by French rapper Father MC, showcasing his blend of smooth delivery and early-1990s rap production.
-
C.
Three Essays on the Theory of Sexuality
Three Essays on the Theory of Sexuality is Sigmund Freud’s foundational 1905 work that outlines his psychoanalytic theories of psychosexual development, infantile sexuality, and the structure of sexual drives.
-
D.
Sex and Temperament
Sex and Temperament is a landmark 1935 anthropological work by Margaret Mead that examines gender roles and personality in three New Guinea societies to challenge Western assumptions about sex and gender.
-
E.
Androgeneia
Androgeneia is a minor figure in Greek mythology known primarily as a daughter of King Minos of Crete and sister of the hero Androgeus.
- 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: Extraordinary Sex Ratios Triple: [William D. Hamilton, notableWork, Extraordinary Sex Ratios]
Generated description
"Extraordinary Sex Ratios" is a seminal work by evolutionary biologist W. D. Hamilton that develops and analyzes theoretical explanations for skewed sex ratios in natural populations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Extraordinary Sex Ratios Target entity description: "Extraordinary Sex Ratios" is a seminal work by evolutionary biologist W. D. Hamilton that develops and analyzes theoretical explanations for skewed sex ratios in natural populations.
-
A.
Sex, Evolution, and Behavior
Sex, Evolution, and Behavior is an influential book that applies evolutionary biology and behavioral ecology to explain patterns of sexual behavior and reproductive strategies in humans and other animals.
-
B.
Sex Is Law
"Sex Is Law" is a hip-hop album by French rapper Father MC, showcasing his blend of smooth delivery and early-1990s rap production.
-
C.
Three Essays on the Theory of Sexuality
Three Essays on the Theory of Sexuality is Sigmund Freud’s foundational 1905 work that outlines his psychoanalytic theories of psychosexual development, infantile sexuality, and the structure of sexual drives.
-
D.
Sex and Temperament
Sex and Temperament is a landmark 1935 anthropological work by Margaret Mead that examines gender roles and personality in three New Guinea societies to challenge Western assumptions about sex and gender.
-
E.
Androgeneia
Androgeneia is a minor figure in Greek mythology known primarily as a daughter of King Minos of Crete and sister of the hero Androgeus.
- 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_69c68857ffc08190857dc62cd5253777 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dbec259c8190bb4cfbc1ff6fc786 |
completed | March 27, 2026, 7:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a1fa11481908450978acc1e0913 |
completed | March 28, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69c76b84f5688190a0aef7cd8695c6b0 |
completed | March 28, 2026, 5:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76be95ecc8190a57ff197f236d434 |
completed | March 28, 2026, 5:49 a.m. |
Created at: March 27, 2026, 2:32 p.m.