Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000412

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

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000374

distance 0.105

#2 · Parbhanicell 4890000409

distance 0.109

#3 · Parbhanicell 4890000293

distance 0.124

#4 · Parbhanicell 4890000419

distance 0.134

#5 · Parbhanicell 4890000490

distance 0.138

#6 · Parbhanicell 4890000446

distance 0.138

#7 · Parbhanicell 4890000339

distance 0.14

#8 · Parbhanicell 4890000447

distance 0.145

#9 · Parbhanicell 4890000491

distance 0.146

#10 · Laturcell 4810005883

distance 0.158 · cross-district

#11 · Parbhanicell 4890000302

distance 0.162

#12 · Laturcell 4810005405

distance 0.166 · cross-district

#13 · Parbhanicell 4890000404

distance 0.167

#14 · Nandedcell 4850003258

distance 0.17 · cross-district

#15 · Laturcell 4810005943

distance 0.172 · cross-district

#16 · Parbhanicell 4890000462

distance 0.172

#17 · Parbhanicell 4890000309

distance 0.175

#18 · Laturcell 4810006125

distance 0.175 · 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":4890000412}}}'

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.