Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001511

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

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001507

distance 0.121

#2 · Buldhanacell 4720002223

distance 0.148 · cross-district

#3 · Parbhanicell 4890001595

distance 0.148

#4 · Parbhanicell 4890001502

distance 0.15

#5 · Parbhanicell 4890001449

distance 0.157

#6 · Parbhanicell 4890001519

distance 0.16

#7 · Buldhanacell 4720002287

distance 0.162 · cross-district

#8 · Parbhanicell 4890000270

distance 0.165

#9 · Parbhanicell 4890001506

distance 0.165

#10 · Parbhanicell 4890001513

distance 0.169

#11 · Parbhanicell 4890001583

distance 0.17

#12 · Parbhanicell 4890000935

distance 0.171

#13 · Parbhanicell 4890001505

distance 0.171

#14 · Beedcell 4700006182

distance 0.173 · cross-district

#15 · Beedcell 4700007855

distance 0.173 · cross-district

#16 · Parbhanicell 4890001596

distance 0.174

#17 · Parbhanicell 4890001588

distance 0.174

#18 · Parbhanicell 4890000384

distance 0.175

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":4890001511}}}'

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.