Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002689

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002522

distance 0.101

#2 · Parbhanicell 4890002290

distance 0.133

#3 · Parbhanicell 4890002195

distance 0.141

#4 · Parbhanicell 4890001959

distance 0.144

#5 · Hingolicell 4770000059

distance 0.153 · cross-district

#6 · Parbhanicell 4890002029

distance 0.155

#7 · Hingolicell 4770000319

distance 0.162 · cross-district

#8 · Parbhanicell 4890002279

distance 0.168

#9 · Parbhanicell 4890002612

distance 0.17

#10 · Hingolicell 4770000835

distance 0.177 · cross-district

#11 · Hingolicell 4770001263

distance 0.179 · cross-district

#12 · Washimcell 4990002807

distance 0.18 · cross-district

#13 · Hingolicell 4770000822

distance 0.183 · cross-district

#14 · Hingolicell 4770000433

distance 0.183 · cross-district

#15 · Parbhanicell 4890002858

distance 0.184

#16 · Hingolicell 4770000898

distance 0.186 · cross-district

#17 · Nagpurcell 4840005851

distance 0.188 · cross-district

#18 · Hingolicell 4770000386

distance 0.189 · 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":4890002689}}}'

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.