Triple
T59384
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reason for Hope: A Spiritual Journey |
E1176
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Phillip Berman
Phillip Berman is a writer best known for coauthoring the spiritual and philosophical work "Reason for Hope: A Spiritual Journey" with primatologist Jane Goodall.
|
E39264
|
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: Phillip Berman | Statement: [Reason for Hope: A Spiritual Journey, coAuthor, Phillip Berman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phillip Berman Context triple: [Reason for Hope: A Spiritual Journey, coAuthor, Phillip Berman]
-
A.
Robert Newman
Robert Newman was an American engineer and entrepreneur best known as a co-founder of the influential technology and research firm Bolt Beranek and Newman (BBN).
-
B.
Philip Handler
Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
-
C.
Eric Saltzman
Eric Saltzman is a co-founder of Creative Commons, the nonprofit organization that develops and promotes free legal tools for sharing and remixing creative works.
-
D.
Charles Begole
Charles Begole was an American mountaineer best known as one of the first climbers to reach the summit of Mount Whitney in the 19th century.
-
E.
Sam Zussman
Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
- 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: Phillip Berman Triple: [Reason for Hope: A Spiritual Journey, coAuthor, Phillip Berman]
Generated description
Phillip Berman is a writer best known for coauthoring the spiritual and philosophical work "Reason for Hope: A Spiritual Journey" with primatologist Jane Goodall.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phillip Berman Target entity description: Phillip Berman is a writer best known for coauthoring the spiritual and philosophical work "Reason for Hope: A Spiritual Journey" with primatologist Jane Goodall.
-
A.
Robert Newman
Robert Newman was an American engineer and entrepreneur best known as a co-founder of the influential technology and research firm Bolt Beranek and Newman (BBN).
-
B.
Philip Handler
Philip Handler was an influential American biochemist and longtime president of the U.S. National Academy of Sciences, recognized for his leadership in science policy and public service.
-
C.
Eric Saltzman
Eric Saltzman is a co-founder of Creative Commons, the nonprofit organization that develops and promotes free legal tools for sharing and remixing creative works.
-
D.
Charles Begole
Charles Begole was an American mountaineer best known as one of the first climbers to reach the summit of Mount Whitney in the 19th century.
-
E.
Sam Zussman
Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
- 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_69a24a552ef88190a0df287d68c65cba |
completed | Feb. 28, 2026, 1:52 a.m. |
| NER | Named-entity recognition | batch_69a24ec5f46081909f3ba0b25190282b |
completed | Feb. 28, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3b06cd4b4819086bcc9c1c06e84ff |
completed | March 1, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69a3b1f2ae288190888ac86828669d00 |
completed | March 1, 2026, 3:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3b2576aa481909ec26eaeeba3a95c |
completed | March 1, 2026, 3:28 a.m. |
Created at: Feb. 28, 2026, 1:55 a.m.