Triple
T18015930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pandas Developers |
E430997
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Jeff Reback
Jeff Reback is a core developer and maintainer of the pandas Python data analysis library, known for his significant contributions to its development and ecosystem.
|
E1300967
|
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: Jeff Reback | Statement: [Pandas Developers, hasNotableMember, Jeff Reback]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Reback Context triple: [Pandas Developers, hasNotableMember, Jeff Reback]
-
A.
Eric Crozier
Eric Crozier was a British theatrical director, producer, and writer best known for his close collaboration with composer Benjamin Britten on several operas.
-
B.
Mark Shand
Mark Shand was a British travel writer, conservationist, and adventurer best known for his work protecting Asian elephants and for being the brother of Queen Camilla.
-
C.
Andy Garvey
Andy Garvey is a fictional character from the television series "Little House on the Prairie," known as the son of Jonathan and Alice Garvey and a friend of the Ingalls children.
-
D.
Paul Reeves
Paul Reeves was a prominent New Zealand Anglican bishop, statesman, and the country’s first Māori Governor-General.
-
E.
Andrew Pawley
Andrew Pawley was a prominent linguist known for his influential work on Oceanic and Papuan languages, including the Northwest Solomonic group.
- 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: Jeff Reback Triple: [Pandas Developers, hasNotableMember, Jeff Reback]
Generated description
Jeff Reback is a core developer and maintainer of the pandas Python data analysis library, known for his significant contributions to its development and ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Reback Target entity description: Jeff Reback is a core developer and maintainer of the pandas Python data analysis library, known for his significant contributions to its development and ecosystem.
-
A.
Eric Crozier
Eric Crozier was a British theatrical director, producer, and writer best known for his close collaboration with composer Benjamin Britten on several operas.
-
B.
Mark Shand
Mark Shand was a British travel writer, conservationist, and adventurer best known for his work protecting Asian elephants and for being the brother of Queen Camilla.
-
C.
Andy Garvey
Andy Garvey is a fictional character from the television series "Little House on the Prairie," known as the son of Jonathan and Alice Garvey and a friend of the Ingalls children.
-
D.
Paul Reeves
Paul Reeves was a prominent New Zealand Anglican bishop, statesman, and the country’s first Māori Governor-General.
-
E.
Andrew Pawley
Andrew Pawley was a prominent linguist known for his influential work on Oceanic and Papuan languages, including the Northwest Solomonic group.
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b523f588819097389e067dda7f23 |
completed | April 19, 2026, 10:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a034324daec8190a9bbec1ad80c70f9 |
completed | May 12, 2026, 3:11 p.m. |
| NEDg | Description generation | batch_6a0343dc91688190ae8e2f051cefef85 |
completed | May 12, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0344b6f4e081908ff2fbc7bfa4c4e1 |
completed | May 12, 2026, 3:18 p.m. |
Created at: April 10, 2026, 10:24 a.m.