Triple
T7050510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frans de Waal |
E163751
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Good Natured
"Good Natured" is a book by primatologist Frans de Waal that explores the evolutionary roots of morality and ethical behavior in animals and humans.
|
E639458
|
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: Good Natured | Statement: [Frans de Waal, notableWork, Good Natured]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Good Natured Context triple: [Frans de Waal, notableWork, Good Natured]
-
A.
Good Things
"Good Things" is a studio album by American country pop duo Dan + Shay, featuring their signature blend of melodic harmonies and radio-friendly, contemporary country sound.
-
B.
The Friendly Ones
The Friendly Ones is a novel by British author Philip Hensher that interweaves the lives of two families across decades to explore themes of politics, history, and personal morality.
-
C.
What Comes Naturally
"What Comes Naturally" is a 1991 pop album by Scottish singer Sheena Easton that features a more contemporary dance-pop and R&B-influenced sound.
-
D.
Good American
Good American is a fashion brand co-founded by Khloé Kardashian, best known for its inclusive, body-positive denim and apparel lines.
-
E.
Peak of Good Living
Peak of Good Living is the promotional nickname highlighting the high quality of life and community appeal of Apex, North Carolina.
- 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: Good Natured Triple: [Frans de Waal, notableWork, Good Natured]
Generated description
"Good Natured" is a book by primatologist Frans de Waal that explores the evolutionary roots of morality and ethical behavior in animals and humans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Good Natured Target entity description: "Good Natured" is a book by primatologist Frans de Waal that explores the evolutionary roots of morality and ethical behavior in animals and humans.
-
A.
Good Things
"Good Things" is a studio album by American country pop duo Dan + Shay, featuring their signature blend of melodic harmonies and radio-friendly, contemporary country sound.
-
B.
The Friendly Ones
The Friendly Ones is a novel by British author Philip Hensher that interweaves the lives of two families across decades to explore themes of politics, history, and personal morality.
-
C.
What Comes Naturally
"What Comes Naturally" is a 1991 pop album by Scottish singer Sheena Easton that features a more contemporary dance-pop and R&B-influenced sound.
-
D.
Good American
Good American is a fashion brand co-founded by Khloé Kardashian, best known for its inclusive, body-positive denim and apparel lines.
-
E.
Peak of Good Living
Peak of Good Living is the promotional nickname highlighting the high quality of life and community appeal of Apex, North Carolina.
- 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_69c6885f598c8190b6b6495c59d8d962 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e24e7e20819099dc8f7fa37c4491 |
completed | March 27, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7888bba9c8190b6414b56e5588ec0 |
completed | March 28, 2026, 7:51 a.m. |
| NEDg | Description generation | batch_69c788f292a08190bf3543ecfc245d12 |
completed | March 28, 2026, 7:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c789a6ea988190ad2db2442f0a5e8f |
completed | March 28, 2026, 7:56 a.m. |
Created at: March 27, 2026, 2:37 p.m.