Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005266

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005134

distance 0.155

#2 · Hingolicell 4770003074

distance 0.164 · cross-district

#3 · Parbhanicell 4890004583

distance 0.166

#4 · Parbhanicell 4890005264

distance 0.168

#5 · Parbhanicell 4890005135

distance 0.17

#6 · Parbhanicell 4890005120

distance 0.173

#7 · Hingolicell 4770003321

distance 0.175 · cross-district

#8 · Parbhanicell 4890004739

distance 0.176

#9 · Parbhanicell 4890005118

distance 0.176

#10 · Hingolicell 4770002348

distance 0.182 · cross-district

#11 · Parbhanicell 4890005119

distance 0.184

#12 · Parbhanicell 4890005195

distance 0.184

#13 · Hingolicell 4770003247

distance 0.185 · cross-district

#14 · Hingolicell 4770003449

distance 0.185 · cross-district

#15 · Parbhanicell 4890005198

distance 0.186

#16 · Parbhanicell 4890005371

distance 0.187

#17 · Parbhanicell 4890005227

distance 0.188

#18 · Parbhanicell 4890005163

distance 0.19

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":4890005266}}}'

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.