Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003576

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003513

distance 0.096

#2 · Parbhanicell 4890003238

distance 0.1

#3 · Parbhanicell 4890002162

distance 0.103

#4 · Parbhanicell 4890003534

distance 0.119

#5 · Beedcell 4700008013

distance 0.124 · cross-district

#6 · Parbhanicell 4890002414

distance 0.125

#7 · Beedcell 4700008386

distance 0.127 · cross-district

#8 · Parbhanicell 4890002832

distance 0.129

#9 · Parbhanicell 4890001994

distance 0.131

#10 · Beedcell 4700008387

distance 0.132 · cross-district

#11 · Parbhanicell 4890001814

distance 0.133

#12 · Parbhanicell 4890002068

distance 0.134

#13 · Parbhanicell 4890003239

distance 0.135

#14 · Parbhanicell 4890003575

distance 0.135

#15 · Parbhanicell 4890001745

distance 0.137

#16 · Parbhanicell 4890001748

distance 0.138

#17 · Parbhanicell 4890001732

distance 0.138

#18 · Parbhanicell 4890003183

distance 0.139

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":4890003576}}}'

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.