Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003199

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.036

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008007

distance 0.036 · cross-district

#2 · Parbhanicell 4890002794

distance 0.046

#3 · Beedcell 4700008297

distance 0.056 · cross-district

#4 · Parbhanicell 4890002710

distance 0.063

#5 · Parbhanicell 4890002968

distance 0.066

#6 · Jalnacell 4790000023

distance 0.068 · cross-district

#7 · Parbhanicell 4890002879

distance 0.069

#8 · Beedcell 4700007560

distance 0.072 · cross-district

#9 · Beedcell 4700007737

distance 0.072 · cross-district

#10 · Parbhanicell 4890002880

distance 0.076

#11 · Beedcell 4700008300

distance 0.087 · cross-district

#12 · Beedcell 4700008010

distance 0.089 · cross-district

#13 · Parbhanicell 4890002717

distance 0.092

#14 · Parbhanicell 4890003049

distance 0.092

#15 · Parbhanicell 4890002883

distance 0.096

#16 · Parbhanicell 4890001805

distance 0.096

#17 · Beedcell 4700008295

distance 0.097 · cross-district

#18 · Beedcell 4700007741

distance 0.098 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890003199}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.