Triple
T9799586
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julius L. Chambers |
E237801
|
entity |
| Predicate | coFoundedWith |
P2835
|
FINISHED |
| Object |
Adam Stein
Adam Stein is an American civil rights attorney and co-founder of the pioneering civil rights law firm with Julius L. Chambers.
|
E821224
|
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: Adam Stein | Statement: [Julius L. Chambers, coFoundedWith, Adam Stein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Adam Stein Context triple: [Julius L. Chambers, coFoundedWith, Adam Stein]
-
A.
Blake Stein
Blake Stein is a former Major League Baseball pitcher who played primarily for the Kansas City Royals in the late 1990s and early 2000s.
-
B.
Justin Furstenfeld
Justin Furstenfeld is an American singer, songwriter, and guitarist best known as the lead vocalist and primary lyricist of the rock band Blue October.
-
C.
Josh Stamberg
Josh Stamberg is an American actor best known for his television work, including prominent roles on series such as Drop Dead Diva and The Affair.
-
D.
Jeremy Stoppelman
Jeremy Stoppelman is an American entrepreneur best known as the co-founder and longtime CEO of Yelp, a popular online review platform for local businesses.
-
E.
Adam Herz
Adam Herz is an American screenwriter best known for creating and writing the hit teen comedy film "American Pie" and its sequels.
- 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: Adam Stein Triple: [Julius L. Chambers, coFoundedWith, Adam Stein]
Generated description
Adam Stein is an American civil rights attorney and co-founder of the pioneering civil rights law firm with Julius L. Chambers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Adam Stein Target entity description: Adam Stein is an American civil rights attorney and co-founder of the pioneering civil rights law firm with Julius L. Chambers.
-
A.
Blake Stein
Blake Stein is a former Major League Baseball pitcher who played primarily for the Kansas City Royals in the late 1990s and early 2000s.
-
B.
Justin Furstenfeld
Justin Furstenfeld is an American singer, songwriter, and guitarist best known as the lead vocalist and primary lyricist of the rock band Blue October.
-
C.
Josh Stamberg
Josh Stamberg is an American actor best known for his television work, including prominent roles on series such as Drop Dead Diva and The Affair.
-
D.
Jeremy Stoppelman
Jeremy Stoppelman is an American entrepreneur best known as the co-founder and longtime CEO of Yelp, a popular online review platform for local businesses.
-
E.
Adam Herz
Adam Herz is an American screenwriter best known for creating and writing the hit teen comedy film "American Pie" and its sequels.
- 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda628fe0081909d2fbac3bd56ee84 |
completed | April 1, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c445c81481908700ffde5dd28936 |
completed | April 5, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69d1c4c37e248190a1b10cf6d0056c02 |
completed | April 5, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c56957f8819080eca0a71c24f86a |
completed | April 5, 2026, 2:14 a.m. |
Created at: March 30, 2026, 8:28 p.m.