Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005227

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005371

distance 0.154

#2 · Hingolicell 4770002680

distance 0.158 · cross-district

#3 · Parbhanicell 4890005192

distance 0.159

#4 · Parbhanicell 4890005344

distance 0.163

#5 · Hingolicell 4770003153

distance 0.167 · cross-district

#6 · Hingolicell 4770002918

distance 0.169 · cross-district

#7 · Hingolicell 4770003320

distance 0.173 · cross-district

#8 · Hingolicell 4770003391

distance 0.173 · cross-district

#9 · Hingolicell 4770003247

distance 0.176 · cross-district

#10 · Buldhanacell 4720007091

distance 0.186 · cross-district

#11 · Hingolicell 4770003309

distance 0.187 · cross-district

#12 · Parbhanicell 4890005266

distance 0.188

#13 · Parbhanicell 4890005372

distance 0.192

#14 · Parbhanicell 4890004304

distance 0.193

#15 · Parbhanicell 4890004244

distance 0.195

#16 · Hingolicell 4770002987

distance 0.199 · cross-district

#17 · Parbhanicell 4890005264

distance 0.199

#18 · Parbhanicell 4890005230

distance 0.2

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":4890005227}}}'

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.