Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003304

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

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005246

distance 0.221 · cross-district

#2 · Buldhanacell 4720008022

distance 0.231 · cross-district

#3 · Amravaticell 4680007719

distance 0.235 · cross-district

#4 · Buldhanacell 4720005714

distance 0.244 · cross-district

#5 · Nagpurcell 4840006911

distance 0.244 · cross-district

#6 · Amravaticell 4680003347

distance 0.245 · cross-district

#7 · Hingolicell 4770002688

distance 0.25

#8 · Nagpurcell 4840004465

distance 0.252 · cross-district

#9 · Hingolicell 4770001340

distance 0.253

#10 · Hingolicell 4770002410

distance 0.254

#11 · Jalnacell 4790003587

distance 0.257 · cross-district

#12 · Nagpurcell 4840007400

distance 0.257 · cross-district

#13 · Parbhanicell 4890004873

distance 0.257 · cross-district

#14 · Amravaticell 4680003151

distance 0.258 · cross-district

#15 · Akolacell 4670000123

distance 0.258 · cross-district

#16 · Jalnacell 4790005580

distance 0.259 · cross-district

#17 · Buldhanacell 4720005632

distance 0.26 · cross-district

#18 · Parbhanicell 4890005215

distance 0.261 · 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":4770003304}}}'

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.