Triple
T388773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hillwood Development |
E8835
|
entity |
| Predicate | hasKeyPerson |
P256
|
FINISHED |
| Object | Ross Perot Jr. |
E51681
|
NE FINISHED |
How this triple was built (2 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: Ross Perot Jr. | Statement: [Hillwood Development, hasKeyPerson, Ross Perot Jr.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ross Perot Jr. Context triple: [Hillwood Development, hasKeyPerson, Ross Perot Jr.]
-
A.
Ross Perot Jr.
chosen
Ross Perot Jr. is an American businessman and real estate developer, known for leading major commercial projects in Texas and for being the son of former presidential candidate Ross Perot.
-
B.
Bob Dole
Bob Dole was a long-serving Republican U.S. senator from Kansas and 1996 presidential nominee known for his influential legislative work and party leadership.
-
C.
Andrew Card
Andrew Card is an American politician and government official best known for serving as White House Chief of Staff under President George W. Bush.
-
D.
Andrew Young
Andrew Young is an American civil rights leader, politician, and diplomat who was a close associate of Martin Luther King Jr., later serving as a U.S. congressman, U.N. ambassador, and mayor of Atlanta.
-
E.
Neil Bush
Neil Bush is an American businessman and investor best known as a son of former U.S. President George H. W. Bush and for his involvement in the 1980s savings and loan scandal.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a2e7f55c60819097aff65ea2ca2832 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec5988708190aa86d9460cecf050 |
completed | Feb. 28, 2026, 1:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a43e6b0d048190b9623bd47a86ecdd |
completed | March 1, 2026, 1:26 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.