Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001694

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

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002029

distance 0.1

#2 · Parbhanicell 4890002195

distance 0.137

#3 · Parbhanicell 4890001959

distance 0.15

#4 · Parbhanicell 4890002043

distance 0.153

#5 · Parbhanicell 4890002292

distance 0.157

#6 · Hingolicell 4770000386

distance 0.166 · cross-district

#7 · Parbhanicell 4890002034

distance 0.168

#8 · Akolacell 4670004308

distance 0.173 · cross-district

#9 · Parbhanicell 4890002770

distance 0.173

#10 · Akolacell 4670001278

distance 0.18 · cross-district

#11 · Parbhanicell 4890002281

distance 0.181

#12 · Parbhanicell 4890002037

distance 0.182

#13 · Parbhanicell 4890002286

distance 0.183

#14 · Nagpurcell 4840003300

distance 0.186 · cross-district

#15 · Parbhanicell 4890002174

distance 0.186

#16 · Chandrapurcell 4730004137

distance 0.187 · cross-district

#17 · Nagpurcell 4840003299

distance 0.189 · cross-district

#18 · Parbhanicell 4890001860

distance 0.189

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":4890001694}}}'

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.