Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000637

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000980

distance 0.102

#2 · Hingolicell 4770001680

distance 0.145

#3 · Hingolicell 4770000373

distance 0.155

#4 · Hingolicell 4770003198

distance 0.181

#5 · Parbhanicell 4890004213

distance 0.183 · cross-district

#6 · Parbhanicell 4890004239

distance 0.183 · cross-district

#7 · Hingolicell 4770001938

distance 0.189

#8 · Hingolicell 4770000375

distance 0.194

#9 · Hingolicell 4770003487

distance 0.203

#10 · Nagpurcell 4840006926

distance 0.207 · cross-district

#11 · Amravaticell 4680004304

distance 0.208 · cross-district

#12 · Parbhanicell 4890003961

distance 0.211 · cross-district

#13 · Buldhanacell 4720004152

distance 0.212 · cross-district

#14 · Parbhanicell 4890004264

distance 0.212 · cross-district

#15 · Hingolicell 4770000810

distance 0.215

#16 · Chandrapurcell 4730004232

distance 0.217 · cross-district

#17 · Hingolicell 4770003492

distance 0.218

#18 · Hingolicell 4770000421

distance 0.218

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":4770000637}}}'

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.