Triple
T13855361
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Temple Grandin |
E333048
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Animals Make Us Human
Animals Make Us Human is a popular science book by animal behavior expert Temple Grandin that explores how understanding animals’ emotional lives can lead to better welfare and care practices.
|
E1066870
|
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: Animals Make Us Human | Statement: [Temple Grandin, notableWork, Animals Make Us Human]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Animals Make Us Human Context triple: [Temple Grandin, notableWork, Animals Make Us Human]
-
A.
Our Inner Ape
Our Inner Ape is a popular science book by primatologist Frans de Waal that explores human behavior and morality through comparisons with our closest primate relatives.
-
B.
Straw Dogs: Thoughts on Humans and Other Animals
Straw Dogs: Thoughts on Humans and Other Animals is a philosophical work by John Gray that critiques humanism and challenges beliefs in human progress, rationality, and moral exceptionalism.
-
C.
Voice of the Animals
Voice of the Animals is a studio album by American violinist Scarlet Rivera, showcasing her distinctive fusion of rock, folk, and world music influences.
-
D.
Reaching the Animal Mind
Reaching the Animal Mind is a book by animal behaviorist Karen Pryor that explores the science and practice of clicker training and positive reinforcement in animals.
-
E.
The Truth About Cats & Dogs
The Truth About Cats & Dogs is a 1996 romantic comedy film about a mismatched pair of women who swap identities during a radio call-in show host’s budding romance.
- 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: Animals Make Us Human Triple: [Temple Grandin, notableWork, Animals Make Us Human]
Generated description
Animals Make Us Human is a popular science book by animal behavior expert Temple Grandin that explores how understanding animals’ emotional lives can lead to better welfare and care practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Animals Make Us Human Target entity description: Animals Make Us Human is a popular science book by animal behavior expert Temple Grandin that explores how understanding animals’ emotional lives can lead to better welfare and care practices.
-
A.
Our Inner Ape
Our Inner Ape is a popular science book by primatologist Frans de Waal that explores human behavior and morality through comparisons with our closest primate relatives.
-
B.
Straw Dogs: Thoughts on Humans and Other Animals
Straw Dogs: Thoughts on Humans and Other Animals is a philosophical work by John Gray that critiques humanism and challenges beliefs in human progress, rationality, and moral exceptionalism.
-
C.
Voice of the Animals
Voice of the Animals is a studio album by American violinist Scarlet Rivera, showcasing her distinctive fusion of rock, folk, and world music influences.
-
D.
Reaching the Animal Mind
Reaching the Animal Mind is a book by animal behaviorist Karen Pryor that explores the science and practice of clicker training and positive reinforcement in animals.
-
E.
The Truth About Cats & Dogs
The Truth About Cats & Dogs is a 1996 romantic comedy film about a mismatched pair of women who swap identities during a radio call-in show host’s budding romance.
- 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_69d81c5ba13c8190839315f54768acfd |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02db9c9c81909bb2d2fbfb7394b1 |
completed | April 14, 2026, 9:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c0fb7c3c819081fc6f89aa17d6af |
completed | May 3, 2026, 9:41 p.m. |
| NEDg | Description generation | batch_69f7c2c711948190ac614291592a7e03 |
completed | May 3, 2026, 9:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c36f28b48190b734a9e5e7ae39b9 |
completed | May 3, 2026, 9:51 p.m. |
Created at: April 9, 2026, 10:14 p.m.