Triple
T400590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Award for the Advancement of Free Software |
E9270
|
entity |
| Predicate | notableRecipient |
P108
|
FINISHED |
| Object |
Benjamin Mako Hill
Benjamin Mako Hill is a prominent free software activist, scholar, and Debian developer known for his leadership in the free culture movement and research on online communities.
|
E93596
|
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: Benjamin Mako Hill | Statement: [Award for the Advancement of Free Software, notableRecipient, Benjamin Mako Hill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benjamin Mako Hill Context triple: [Award for the Advancement of Free Software, notableRecipient, Benjamin Mako Hill]
-
A.
Wyatt Tee Walker
Wyatt Tee Walker was an influential American civil rights leader, close aide to Martin Luther King Jr., and chief strategist and organizer for the Southern Christian Leadership Conference.
-
B.
Jamil Walker
Jamil Walker is an American soccer forward best known for his time in Major League Soccer, particularly with the San Jose Earthquakes.
-
C.
Michael V. Drake
Michael V. Drake is an American academic leader and physician who has served as president of both The Ohio State University and the University of California system.
-
D.
Jared C. Nicholson
Jared C. Nicholson is an American politician and attorney who serves as the mayor of Lynn, Massachusetts.
-
E.
James Ingo Freed
James Ingo Freed was a prominent American architect known for major public works such as the United States Holocaust Memorial Museum and the Air Force Memorial in Washington, D.C.
- 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: Benjamin Mako Hill Triple: [Award for the Advancement of Free Software, notableRecipient, Benjamin Mako Hill]
Generated description
Benjamin Mako Hill is a prominent free software activist, scholar, and Debian developer known for his leadership in the free culture movement and research on online communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benjamin Mako Hill Target entity description: Benjamin Mako Hill is a prominent free software activist, scholar, and Debian developer known for his leadership in the free culture movement and research on online communities.
-
A.
Wyatt Tee Walker
Wyatt Tee Walker was an influential American civil rights leader, close aide to Martin Luther King Jr., and chief strategist and organizer for the Southern Christian Leadership Conference.
-
B.
Jamil Walker
Jamil Walker is an American soccer forward best known for his time in Major League Soccer, particularly with the San Jose Earthquakes.
-
C.
Michael V. Drake
Michael V. Drake is an American academic leader and physician who has served as president of both The Ohio State University and the University of California system.
-
D.
Jared C. Nicholson
Jared C. Nicholson is an American politician and attorney who serves as the mayor of Lynn, Massachusetts.
-
E.
James Ingo Freed
James Ingo Freed was a prominent American architect known for major public works such as the United States Holocaust Memorial Museum and the Air Force Memorial in Washington, D.C.
- 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_69a2e8004cb88190b92ed1add6abf41a |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ec8e655c819081eff85c0ef55fa5 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6786f051481909474159c0e1f886c |
completed | March 3, 2026, 5:58 a.m. |
| NEDg | Description generation | batch_69a67911f7348190a7e992ea1808e841 |
completed | March 3, 2026, 6 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6797c30208190acc24b71e3bce594 |
completed | March 3, 2026, 6:02 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.