Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001398

The MH-36 locality cells most similar to this Hingoli 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720007942

distance 0.213 · cross-district

#2 · Hingolicell 4770001815

distance 0.237

#3 · Chhatrapati Sambhajinagarcell 4690001454

distance 0.245 · cross-district

#4 · Buldhanacell 4720003848

distance 0.245 · cross-district

#5 · Nagpurcell 4840007335

distance 0.246 · cross-district

#6 · Buldhanacell 4720005752

distance 0.246 · cross-district

#7 · Hingolicell 4770000541

distance 0.247

#8 · Parbhanicell 4890004997

distance 0.247 · cross-district

#9 · Buldhanacell 4720006574

distance 0.247 · cross-district

#10 · Hingolicell 4770000574

distance 0.251

#11 · Hingolicell 4770000540

distance 0.253

#12 · Buldhanacell 4720004039

distance 0.254 · cross-district

#13 · Parbhanicell 4890005053

distance 0.256 · cross-district

#14 · Nandedcell 4850007264

distance 0.258 · cross-district

#15 · Akolacell 4670003987

distance 0.261 · cross-district

#16 · Hingolicell 4770000489

distance 0.261

#17 · Parbhanicell 4890005390

distance 0.262 · cross-district

#18 · Parbhanicell 4890004765

distance 0.263 · 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":477,"cluster_id":4770001398}}}'

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.