Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000317

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

0.099

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000354

distance 0.099

#2 · Parbhanicell 4890001139

distance 0.112

#3 · Parbhanicell 4890001262

distance 0.117

#4 · Parbhanicell 4890000272

distance 0.118

#5 · Parbhanicell 4890000273

distance 0.119

#6 · Parbhanicell 4890000386

distance 0.125

#7 · Nandedcell 4850001466

distance 0.128 · cross-district

#8 · Nandedcell 4850003959

distance 0.128 · cross-district

#9 · Parbhanicell 4890000314

distance 0.128

#10 · Parbhanicell 4890000125

distance 0.13

#11 · Parbhanicell 4890001138

distance 0.132

#12 · Parbhanicell 4890000773

distance 0.134

#13 · Nandedcell 4850001759

distance 0.137 · cross-district

#14 · Nandedcell 4850004034

distance 0.137 · cross-district

#15 · Parbhanicell 4890000946

distance 0.14

#16 · Nandedcell 4850004103

distance 0.143 · cross-district

#17 · Laturcell 4810005633

distance 0.144 · cross-district

#18 · Nandedcell 4850004244

distance 0.144 · 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":4890000317}}}'

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.