Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000281

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.056

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000274

distance 0.056

#2 · Parbhanicell 4890001459

distance 0.072

#3 · Parbhanicell 4890000233

distance 0.084

#4 · Parbhanicell 4890001323

distance 0.086

#5 · Parbhanicell 4890000463

distance 0.087

#6 · Parbhanicell 4890000462

distance 0.092

#7 · Parbhanicell 4890000282

distance 0.094

#8 · Laturcell 4810006157

distance 0.099 · cross-district

#9 · Parbhanicell 4890000503

distance 0.1

#10 · Parbhanicell 4890000120

distance 0.103

#11 · Parbhanicell 4890000278

distance 0.104

#12 · Parbhanicell 4890000275

distance 0.105

#13 · Nandedcell 4850003160

distance 0.106 · cross-district

#14 · Parbhanicell 4890000198

distance 0.107

#15 · Parbhanicell 4890000121

distance 0.107

#16 · Nandedcell 4850001831

distance 0.11 · cross-district

#17 · Parbhanicell 4890000309

distance 0.112

#18 · Parbhanicell 4890001258

distance 0.115

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":4890000281}}}'

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.