Triple
T2275383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Las Colinas |
E50757
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Ben H. Carpenter
Ben H. Carpenter was a prominent Texas real estate developer best known for master-planning and creating the Las Colinas mixed-use urban center in Irving.
|
E329280
|
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: Ben H. Carpenter | Statement: [Las Colinas, developer, Ben H. Carpenter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben H. Carpenter Context triple: [Las Colinas, developer, Ben H. Carpenter]
-
A.
Barry K. Carpenter
Barry K. Carpenter is a theoretical and physical chemist known for his work on reaction mechanisms and potential energy surfaces in organic and organometallic chemistry.
-
B.
Martin J. Hillenbrand
Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
-
C.
Rob Carpenter
Rob Carpenter is a former NFL running back best known for his productive stints with the Houston Oilers and New York Giants in the late 1970s and early 1980s.
-
D.
Stephen F. Martin
Stephen F. Martin is an American organic chemist renowned for his influential research in synthetic methodology and complex molecule synthesis.
-
E.
Stephen M. Kellen
Stephen M. Kellen was a prominent financier and philanthropist known for his leadership at Arnhold and S. Bleichroeder and his significant support of cultural and educational institutions.
- 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: Ben H. Carpenter Triple: [Las Colinas, developer, Ben H. Carpenter]
Generated description
Ben H. Carpenter was a prominent Texas real estate developer best known for master-planning and creating the Las Colinas mixed-use urban center in Irving.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben H. Carpenter Target entity description: Ben H. Carpenter was a prominent Texas real estate developer best known for master-planning and creating the Las Colinas mixed-use urban center in Irving.
-
A.
Barry K. Carpenter
Barry K. Carpenter is a theoretical and physical chemist known for his work on reaction mechanisms and potential energy surfaces in organic and organometallic chemistry.
-
B.
Martin J. Hillenbrand
Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
-
C.
Rob Carpenter
Rob Carpenter is a former NFL running back best known for his productive stints with the Houston Oilers and New York Giants in the late 1970s and early 1980s.
-
D.
Stephen F. Martin
Stephen F. Martin is an American organic chemist renowned for his influential research in synthetic methodology and complex molecule synthesis.
-
E.
Stephen M. Kellen
Stephen M. Kellen was a prominent financier and philanthropist known for his leadership at Arnhold and S. Bleichroeder and his significant support of cultural and educational institutions.
- 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1ebaa148190851952567878b3a1 |
completed | March 7, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20f1577388190bc95b2151af55732 |
completed | March 12, 2026, 12:55 a.m. |
| NEDg | Description generation | batch_69b2131c2d6081908f8586af6dcf153a |
completed | March 12, 2026, 1:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b213c46ca08190a1f30dccae09267d |
completed | March 12, 2026, 1:15 a.m. |
Created at: March 4, 2026, 7:48 p.m.