Triple
T2956180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States technology sector |
E79936
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Austin tech hub
Austin tech hub is a major innovation and startup center in Austin, Texas, known for its concentration of technology companies, talent, and venture investment.
|
E313460
|
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: Austin tech hub | Statement: [United States technology sector, includes, Austin tech hub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Austin tech hub Context triple: [United States technology sector, includes, Austin tech hub]
-
A.
Austin metropolitan area
The Austin metropolitan area is a rapidly growing urban region in central Texas centered on the city of Austin, known for its technology industry, vibrant music and cultural scene, and major universities.
-
B.
Austin
Austin is a major city in central Texas known for its vibrant live music scene, tech industry, and cultural diversity.
-
C.
downtown Austin
Downtown Austin is the central business and cultural district of Austin, Texas, known for its dense skyline, live music venues, nightlife, and proximity to the Texas State Capitol and Lady Bird Lake.
-
D.
Austin, Texas, United States
Austin is the capital city of the U.S. state of Texas, known for its vibrant live music scene, tech industry, and cultural diversity.
-
E.
Greater Austin metropolitan area
The Greater Austin metropolitan area is a rapidly growing urban region in central Texas centered on the city of Austin, known for its tech industry, vibrant culture, and strong economy.
- 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: Austin tech hub Triple: [United States technology sector, includes, Austin tech hub]
Generated description
Austin tech hub is a major innovation and startup center in Austin, Texas, known for its concentration of technology companies, talent, and venture investment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Austin tech hub Target entity description: Austin tech hub is a major innovation and startup center in Austin, Texas, known for its concentration of technology companies, talent, and venture investment.
-
A.
Austin metropolitan area
The Austin metropolitan area is a rapidly growing urban region in central Texas centered on the city of Austin, known for its technology industry, vibrant music and cultural scene, and major universities.
-
B.
Austin
Austin is a major city in central Texas known for its vibrant live music scene, tech industry, and cultural diversity.
-
C.
downtown Austin
Downtown Austin is the central business and cultural district of Austin, Texas, known for its dense skyline, live music venues, nightlife, and proximity to the Texas State Capitol and Lady Bird Lake.
-
D.
Austin, Texas, United States
Austin is the capital city of the U.S. state of Texas, known for its vibrant live music scene, tech industry, and cultural diversity.
-
E.
Greater Austin metropolitan area
The Greater Austin metropolitan area is a rapidly growing urban region in central Texas centered on the city of Austin, known for its tech industry, vibrant culture, and strong economy.
- 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad992998f08190ac9428310983172e |
completed | March 8, 2026, 3:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc8a10848190b8eec482252eb76b |
completed | March 11, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69b0fd407bd08190b62788e8d1cdd205 |
completed | March 11, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0fd91541c8190a481b55eb9b0ac35 |
completed | March 11, 2026, 5:28 a.m. |
Created at: March 8, 2026, 2:57 p.m.