Triple
T20679072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dallas area technology cluster |
E508240
|
entity |
| Predicate | majorCity |
P316
|
FINISHED |
| Object |
Dallas
Dallas is a major U.S. city in north Texas known for its diverse economy, including a significant technology sector, as well as its cultural, financial, and transportation hubs.
|
E879379
|
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: Dallas | Statement: [Dallas area technology cluster, majorCity, Dallas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dallas Context triple: [Dallas area technology cluster, majorCity, Dallas]
-
A.
Dallas
Dallas is a central female character in the classic Western film "Stagecoach," portrayed as a compassionate yet socially ostracized woman whose journey reveals themes of dignity and redemption.
-
B.
Dallas
Dallas is the calm, pragmatic captain of the commercial starship Nostromo in the 1979 science fiction horror film "Alien."
-
C.
Dallas
Dallas is a unisex given name of English origin that has become popular in various English-speaking countries.
-
D.
Dallas
Dallas is a small city in Paulding County, Georgia, known for its historic downtown and location within the state's mineral-rich Georgia Gold Belt region.
-
E.
Dallas
Dallas is a popular American comic strip created by cartoonist Jim Davis.
- 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: Dallas Triple: [Dallas area technology cluster, majorCity, Dallas]
Generated description
Dallas is a major U.S. city in north Texas known for its diverse economy, including a significant technology sector, as well as its cultural, financial, and transportation hubs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dallas Target entity description: Dallas is a major U.S. city in north Texas known for its diverse economy, including a significant technology sector, as well as its cultural, financial, and transportation hubs.
-
A.
Dallas
chosen
Dallas is a major city in northern Texas known for its role as a commercial and cultural hub, particularly in finance, technology, and the energy industry.
-
B.
Dallas
Dallas is a major city in north Texas known for its role as a commercial and cultural hub, particularly in the energy, telecommunications, and technology industries.
-
C.
Dallas
Dallas is a major city in north Texas known for its role as a commercial and cultural hub, with significant influence in industries such as energy, technology, and telecommunications.
-
D.
Dallas
Dallas is a major city in northern Texas known for its role as a commercial and cultural hub, with strong ties to industries such as energy, technology, and design.
-
E.
Dallas
Dallas is a major city in northern Texas known for its role as a commercial and cultural hub, with a diverse economy, prominent arts scene, and significant historical landmarks.
- F. None of above.
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_69e0b4c1164881909a3bf1e3ddb2bc32 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6bea516b88190b3e90d03fa981a44 |
completed | April 21, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08cd4bf728819090ecc8e2deb5c4dd |
completed | May 16, 2026, 8:02 p.m. |
| NEDg | Description generation | batch_6a08d176c3408190ab1d630fd8da2fc2 |
completed | May 16, 2026, 8:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08d206e6a081909f76b190c8dbc55d |
completed | May 16, 2026, 8:22 p.m. |
Created at: April 16, 2026, 11:44 a.m.