Triple
T16656434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lyle Campbell |
E404742
|
entity |
| Predicate | hasConductedFieldworkIn |
P49766
|
FINISHED |
| Object | Central America |
E2671
|
NE FINISHED |
How this triple was built (3 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: Central America | Statement: [Lyle Campbell, hasConductedFieldworkIn, Central America]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central America Context triple: [Lyle Campbell, hasConductedFieldworkIn, Central America]
-
A.
Central America
chosen
Central America is the narrow isthmus connecting North and South America, comprising seven countries and serving as a cultural and ecological bridge between the two continents.
-
B.
Central America and the Caribbean
Central America and the Caribbean is a culturally diverse region comprising the narrow land bridge between North and South America and the island nations and territories of the Caribbean Sea.
-
C.
Central American Zone
The Central American Zone is a regional grouping of football clubs from Central America that compete within CONCACAF’s club competition structure.
-
D.
Northern Triangle of Central America
The Northern Triangle of Central America is a subregion comprising El Salvador, Guatemala, and Honduras, known for its high levels of migration, violence, and economic challenges.
-
E.
Mesoamerica
Mesoamerica is a historical and cultural region in the Americas known for its advanced pre-Columbian civilizations, such as the Maya and Aztec, and their shared traditions, languages, and innovations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasConductedFieldworkIn Context triple: [Lyle Campbell, hasConductedFieldworkIn, Central America]
-
A.
placeOfFieldwork
chosen
Indicates the location where a person conducts or has conducted their fieldwork activities.
-
B.
hasResearchCamp
Indicates that an entity operates, hosts, or is associated with a research camp.
-
C.
hasWorkedIn
Indicates that a person has been employed or has performed work within a particular organization, location, or domain for some period of time.
-
D.
hasResearchActivities
Indicates that an entity engages in, conducts, or is associated with research-related activities.
-
E.
periodOfFieldwork
Indicates the time span during which the fieldwork activity took place.
- F. None of above.
Provenance (4 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37bfb2b308190bf3559df9fbb126f |
completed | April 18, 2026, 12:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0084ccbc888190816cdf0ea67b0a90 |
completed | May 10, 2026, 1:14 p.m. |
| PD | Predicate disambiguation | batch_69e319b1d7f08190b5ecb4a68c636c15 |
completed | April 18, 2026, 5:42 a.m. |
Created at: April 10, 2026, 5:18 a.m.