Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001946

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

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001691

distance 0.096

#2 · Parbhanicell 4890002040

distance 0.121

#3 · Hingolicell 4770000242

distance 0.126 · cross-district

#4 · Parbhanicell 4890002445

distance 0.127

#5 · Parbhanicell 4890002359

distance 0.13

#6 · Parbhanicell 4890002130

distance 0.144

#7 · Parbhanicell 4890002529

distance 0.146

#8 · Parbhanicell 4890001957

distance 0.148

#9 · Hingolicell 4770000149

distance 0.157 · cross-district

#10 · Parbhanicell 4890002277

distance 0.157

#11 · Parbhanicell 4890001789

distance 0.159

#12 · Parbhanicell 4890001958

distance 0.162

#13 · Beedcell 4700004667

distance 0.169 · cross-district

#14 · Parbhanicell 4890002955

distance 0.169

#15 · Parbhanicell 4890002768

distance 0.172

#16 · Parbhanicell 4890001790

distance 0.172

#17 · Beedcell 4700000710

distance 0.173 · cross-district

#18 · Beedcell 4700005725

distance 0.174 · 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":4890001946}}}'

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.