Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002795

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

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003122

distance 0.069

#2 · Parbhanicell 4890003213

distance 0.069

#3 · Jalnacell 4790000250

distance 0.071 · cross-district

#4 · Parbhanicell 4890002961

distance 0.074

#5 · Parbhanicell 4890003483

distance 0.079

#6 · Parbhanicell 4890003289

distance 0.082

#7 · Parbhanicell 4890002881

distance 0.085

#8 · Beedcell 4700008202

distance 0.089 · cross-district

#9 · Jalnacell 4790000173

distance 0.089 · cross-district

#10 · Beedcell 4700008191

distance 0.092 · cross-district

#11 · Beedcell 4700008110

distance 0.093 · cross-district

#12 · Parbhanicell 4890003210

distance 0.096

#13 · Parbhanicell 4890001637

distance 0.1

#14 · Beedcell 4700007919

distance 0.102 · cross-district

#15 · Parbhanicell 4890002140

distance 0.102

#16 · Beedcell 4700007929

distance 0.107 · cross-district

#17 · Beedcell 4700008190

distance 0.108 · cross-district

#18 · Parbhanicell 4890002058

distance 0.11

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":4890002795}}}'

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.