Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002305

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007458

distance 0.124 · cross-district

#2 · Parbhanicell 4890001638

distance 0.158

#3 · Beedcell 4700008006

distance 0.171 · cross-district

#4 · Jalnacell 4790000106

distance 0.172 · cross-district

#5 · Beedcell 4700007739

distance 0.185 · cross-district

#6 · Beedcell 4700007550

distance 0.185 · cross-district

#7 · Beedcell 4700008517

distance 0.186 · cross-district

#8 · Beedcell 4700008462

distance 0.187 · cross-district

#9 · Parbhanicell 4890001890

distance 0.188

#10 · Beedcell 4700006969

distance 0.194 · cross-district

#11 · Solapurcell 4960006827

distance 0.197 · cross-district

#12 · Solapurcell 4960005169

distance 0.199 · cross-district

#13 · Parbhanicell 4890002153

distance 0.199

#14 · Parbhanicell 4890004389

distance 0.204

#15 · Beedcell 4700007646

distance 0.206 · cross-district

#16 · Beedcell 4700007174

distance 0.207 · cross-district

#17 · Solapurcell 4960005020

distance 0.207 · cross-district

#18 · Jalnacell 4790001806

distance 0.209 · 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":4890002305}}}'

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.