Triple
T14454089
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nick Mehta |
E358408
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Dan Steinman
Dan Steinman is a customer success expert and author best known for co-writing the influential book "Customer Success: How Innovative Companies Are Reducing Churn and Growing Recurring Revenue."
|
E1101467
|
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: Dan Steinman | Statement: [Nick Mehta, coAuthorWith, Dan Steinman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dan Steinman Context triple: [Nick Mehta, coAuthorWith, Dan Steinman]
-
A.
David B. Steinman
David B. Steinman was a prominent American civil engineer and bridge designer known for his innovative long-span suspension bridges in the 20th century.
-
B.
Robert Paul
Robert Paul is one of the children of U.S. Senator Rand Paul and his wife Kelley Paul.
-
C.
Irving Burgie
Irving Burgie was an American songwriter best known for penning many of Harry Belafonte’s signature calypso hits, including much of the landmark album "Calypso."
-
D.
Milton Ager
Milton Ager was an American songwriter and composer best known for his popular standards of the early 20th century, many of which became enduring hits of the Tin Pan Alley era.
-
E.
Jerry Livingston
Jerry Livingston was an American songwriter and composer best known for his popular film and pop standards, including work on classic Disney songs.
- 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: Dan Steinman Triple: [Nick Mehta, coAuthorWith, Dan Steinman]
Generated description
Dan Steinman is a customer success expert and author best known for co-writing the influential book "Customer Success: How Innovative Companies Are Reducing Churn and Growing Recurring Revenue."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dan Steinman Target entity description: Dan Steinman is a customer success expert and author best known for co-writing the influential book "Customer Success: How Innovative Companies Are Reducing Churn and Growing Recurring Revenue."
-
A.
David B. Steinman
David B. Steinman was a prominent American civil engineer and bridge designer known for his innovative long-span suspension bridges in the 20th century.
-
B.
Robert Paul
Robert Paul is one of the children of U.S. Senator Rand Paul and his wife Kelley Paul.
-
C.
Irving Burgie
Irving Burgie was an American songwriter best known for penning many of Harry Belafonte’s signature calypso hits, including much of the landmark album "Calypso."
-
D.
Milton Ager
Milton Ager was an American songwriter and composer best known for his popular standards of the early 20th century, many of which became enduring hits of the Tin Pan Alley era.
-
E.
Jerry Livingston
Jerry Livingston was an American songwriter and composer best known for his popular film and pop standards, including work on classic Disney songs.
- 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_69d82794dfa081909b9134ad2e32244b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91a8bf088190abf5fd4f646b8c62 |
completed | April 14, 2026, 7:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd648f56608190b6d55c592c088575 |
completed | May 8, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69fd68f6f94881908d878d042f425d2d |
completed | May 8, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd698aa8e48190b87a2758d7067b61 |
completed | May 8, 2026, 4:41 a.m. |
Created at: April 10, 2026, 1:19 a.m.