Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002515

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003007

distance 0.16

#2 · Parbhanicell 4890003337

distance 0.178

#3 · Parbhanicell 4890003335

distance 0.183

#4 · Parbhanicell 4890002517

distance 0.186

#5 · Parbhanicell 4890001666

distance 0.192

#6 · Parbhanicell 4890001943

distance 0.192

#7 · Parbhanicell 4890002000

distance 0.194

#8 · Parbhanicell 4890001838

distance 0.198

#9 · Parbhanicell 4890002010

distance 0.205

#10 · Parbhanicell 4890001922

distance 0.206

#11 · Parbhanicell 4890002202

distance 0.207

#12 · Ahmednagarcell 4660012540

distance 0.209 · cross-district

#13 · Parbhanicell 4890003207

distance 0.21

#14 · Ahmednagarcell 4660012078

distance 0.21 · cross-district

#15 · Parbhanicell 4890003096

distance 0.21

#16 · Parbhanicell 4890001692

distance 0.212

#17 · Ahmednagarcell 4660012393

distance 0.213 · cross-district

#18 · Parbhanicell 4890003169

distance 0.219

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":4890002515}}}'

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.