Triple
T10671902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Millennium Challenge Corporation |
E251507
|
entity |
| Predicate | subsidiaryProgram |
P23334
|
FINISHED |
| Object |
Threshold Programs
Threshold Programs are U.S. foreign aid initiatives that provide targeted assistance to countries nearing eligibility for Millennium Challenge Corporation compacts to help them improve policy performance and institutional reforms.
|
E879718
|
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: Threshold Programs | Statement: [Millennium Challenge Corporation, subsidiaryProgram, Threshold Programs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Threshold Programs Context triple: [Millennium Challenge Corporation, subsidiaryProgram, Threshold Programs]
-
A.
Threshold
Threshold is the internal codename Microsoft used during development of the Windows 10 operating system.
-
B.
Threshold
Threshold is a science fiction television series created by Brannon Braga (along with others) that explores a secret government response to an alien first-contact event.
-
C.
Threshold
Threshold is a Target-exclusive home goods brand offering stylish and affordable furniture, décor, and household essentials.
-
D.
Threshold Records
Threshold Records is a record label founded by the British rock band The Moody Blues to release their own music and that of other progressive and experimental artists.
-
E.
Tier One program
The Tier One program was a privately funded aerospace initiative led by Scaled Composites to develop and fly the suborbital spacecraft SpaceShipOne, culminating in winning the Ansari X Prize.
- 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: Threshold Programs Triple: [Millennium Challenge Corporation, subsidiaryProgram, Threshold Programs]
Generated description
Threshold Programs are U.S. foreign aid initiatives that provide targeted assistance to countries nearing eligibility for Millennium Challenge Corporation compacts to help them improve policy performance and institutional reforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Threshold Programs Target entity description: Threshold Programs are U.S. foreign aid initiatives that provide targeted assistance to countries nearing eligibility for Millennium Challenge Corporation compacts to help them improve policy performance and institutional reforms.
-
A.
Threshold
Threshold is the internal codename Microsoft used during development of the Windows 10 operating system.
-
B.
Threshold
Threshold is a Target-exclusive home goods brand offering stylish and affordable furniture, décor, and household essentials.
-
C.
Threshold
Threshold is a science fiction television series created by Brannon Braga (along with others) that explores a secret government response to an alien first-contact event.
-
D.
Threshold Records
Threshold Records is a record label founded by the British rock band The Moody Blues to release their own music and that of other progressive and experimental artists.
-
E.
Tier One program
The Tier One program was a privately funded aerospace initiative led by Scaled Composites to develop and fly the suborbital spacecraft SpaceShipOne, culminating in winning the Ansari X Prize.
- 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_69d6aa5b0d2881909584b20efc5877f0 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6f8648a248190a3bd284c569152e4 |
completed | April 9, 2026, 12:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9886e3f108190bb6f17d4e2f394ef |
completed | April 10, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69d98cdf6f0c8190a5b926c439c1aca6 |
completed | April 10, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98d5557548190a22102f1c8105e6f |
completed | April 10, 2026, 11:52 p.m. |
Created at: April 8, 2026, 9:09 p.m.