Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001159

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004347

distance 0.215 · cross-district

#2 · Jalnacell 4790000509

distance 0.227 · cross-district

#3 · Hingolicell 4770000489

distance 0.228

#4 · Hingolicell 4770001399

distance 0.235

#5 · Nagpurcell 4840007338

distance 0.237 · cross-district

#6 · Parbhanicell 4890004816

distance 0.24 · cross-district

#7 · Buldhanacell 4720005376

distance 0.245 · cross-district

#8 · Parbhanicell 4890003835

distance 0.247 · cross-district

#9 · Akolacell 4670003114

distance 0.248 · cross-district

#10 · Buldhanacell 4720005891

distance 0.256 · cross-district

#11 · Nagpurcell 4840007233

distance 0.258 · cross-district

#12 · Nandedcell 4850000155

distance 0.258 · cross-district

#13 · Akolacell 4670000273

distance 0.26 · cross-district

#14 · Nagpurcell 4840006601

distance 0.261 · cross-district

#15 · Washimcell 4990000287

distance 0.262 · cross-district

#16 · Hingolicell 4770001737

distance 0.262

#17 · Hingolicell 4770003264

distance 0.264

#18 · Akolacell 4670004319

distance 0.264 · 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":4770001159}}}'

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.