Triple
T4860192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Woodlands |
E108638
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
George P. Mitchell
George P. Mitchell was an American businessman and philanthropist best known for pioneering hydraulic fracturing in the energy industry and for his large-scale real estate developments in Texas.
|
E473747
|
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: George P. Mitchell | Statement: [The Woodlands, developer, George P. Mitchell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George P. Mitchell Context triple: [The Woodlands, developer, George P. Mitchell]
-
A.
Erle P. Halliburton
Erle P. Halliburton was an American businessman and oil industry pioneer best known for founding the global energy services company Halliburton.
-
B.
Frank V. Phillips
Frank V. Phillips was an American cinematographer known for his work on mid-20th-century films, particularly in the fantasy and adventure genres.
-
C.
Riley P. Bechtel
Riley P. Bechtel is an American billionaire businessman who served as chairman and CEO of Bechtel Corporation, one of the world’s largest engineering and construction firms.
-
D.
Robert J. Wynne
Robert J. Wynne was an American journalist and public official who served in senior federal financial and postal administration roles in the early 20th century.
-
E.
Warren A. Bechtel
Warren A. Bechtel was an American construction pioneer who founded Bechtel Corporation, which grew into one of the world’s largest engineering and construction companies.
- 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: George P. Mitchell Triple: [The Woodlands, developer, George P. Mitchell]
Generated description
George P. Mitchell was an American businessman and philanthropist best known for pioneering hydraulic fracturing in the energy industry and for his large-scale real estate developments in Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George P. Mitchell Target entity description: George P. Mitchell was an American businessman and philanthropist best known for pioneering hydraulic fracturing in the energy industry and for his large-scale real estate developments in Texas.
-
A.
Erle P. Halliburton
Erle P. Halliburton was an American businessman and oil industry pioneer best known for founding the global energy services company Halliburton.
-
B.
Frank V. Phillips
Frank V. Phillips was an American cinematographer known for his work on mid-20th-century films, particularly in the fantasy and adventure genres.
-
C.
Riley P. Bechtel
Riley P. Bechtel is an American billionaire businessman who served as chairman and CEO of Bechtel Corporation, one of the world’s largest engineering and construction firms.
-
D.
Robert J. Wynne
Robert J. Wynne was an American journalist and public official who served in senior federal financial and postal administration roles in the early 20th century.
-
E.
Warren A. Bechtel
Warren A. Bechtel was an American construction pioneer who founded Bechtel Corporation, which grew into one of the world’s largest engineering and construction companies.
- 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_69bd440b965081908b0557721cae6338 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d5e247c8190b6ae4e9b529f0345 |
completed | March 20, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cf49590819084de6b655f1c8e88 |
completed | March 21, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69be5e7337f481909eb4a41ffe8cd1fe |
completed | March 21, 2026, 9:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5eaa968081908dafb523f05d597f |
completed | March 21, 2026, 9:02 a.m. |
Created at: March 20, 2026, 1:26 p.m.