Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001596

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001506

distance 0.092

#2 · Parbhanicell 4890001519

distance 0.106

#3 · Parbhanicell 4890001583

distance 0.111

#4 · Parbhanicell 4890001584

distance 0.112

#5 · Parbhanicell 4890000653

distance 0.13

#6 · Parbhanicell 4890000994

distance 0.138

#7 · Parbhanicell 4890001595

distance 0.142

#8 · Parbhanicell 4890001507

distance 0.144

#9 · Parbhanicell 4890001598

distance 0.151

#10 · Parbhanicell 4890001240

distance 0.153

#11 · Parbhanicell 4890000935

distance 0.162

#12 · Buldhanacell 4720002287

distance 0.173 · cross-district

#13 · Parbhanicell 4890001587

distance 0.173

#14 · Parbhanicell 4890001505

distance 0.174

#15 · Parbhanicell 4890001511

distance 0.174

#16 · Dharashivcell 4880006137

distance 0.175 · cross-district

#17 · Parbhanicell 4890001600

distance 0.178

#18 · Beedcell 4700007765

distance 0.179 · 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":4890001596}}}'

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.