Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001221

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001220

distance 0.126

#2 · Parbhanicell 4890000974

distance 0.126

#3 · Parbhanicell 4890000915

distance 0.143

#4 · Parbhanicell 4890001422

distance 0.151

#5 · Parbhanicell 4890001159

distance 0.163

#6 · Jalgaoncell 4780001694

distance 0.184 · cross-district

#7 · Chandrapurcell 4730005588

distance 0.189 · cross-district

#8 · Parbhanicell 4890001033

distance 0.19

#9 · Yavatmalcell 5000007113

distance 0.196 · cross-district

#10 · Nagpurcell 4840005317

distance 0.197 · cross-district

#11 · Yavatmalcell 5000007661

distance 0.201 · cross-district

#12 · Parbhanicell 4890001034

distance 0.201

#13 · Jalgaoncell 4780000538

distance 0.204 · cross-district

#14 · Nagpurcell 4840004155

distance 0.205 · cross-district

#15 · Jalgaoncell 4780000426

distance 0.206 · cross-district

#16 · Nagpurcell 4840001873

distance 0.207 · cross-district

#17 · Jalgaoncell 4780000458

distance 0.207 · cross-district

#18 · Jalgaoncell 4780000323

distance 0.207 · 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":4890001221}}}'

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.