Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005134

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005058

distance 0.132

#2 · Hingolicell 4770002407

distance 0.153 · cross-district

#3 · Parbhanicell 4890005266

distance 0.155

#4 · Parbhanicell 4890005195

distance 0.169

#5 · Hingolicell 4770003391

distance 0.173 · cross-district

#6 · Parbhanicell 4890005416

distance 0.18

#7 · Parbhanicell 4890005203

distance 0.181

#8 · Hingolicell 4770002279

distance 0.184 · cross-district

#9 · Washimcell 4990000000

distance 0.185 · cross-district

#10 · Parbhanicell 4890005264

distance 0.186

#11 · Hingolicell 4770003381

distance 0.188 · cross-district

#12 · Parbhanicell 4890005121

distance 0.191

#13 · Parbhanicell 4890005372

distance 0.191

#14 · Parbhanicell 4890005207

distance 0.192

#15 · Hingolicell 4770002680

distance 0.2 · cross-district

#16 · Hingolicell 4770002479

distance 0.202 · cross-district

#17 · Parbhanicell 4890005097

distance 0.202

#18 · Hingolicell 4770002918

distance 0.202 · 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":4890005134}}}'

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.