Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001388

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000848

distance 0.081

#2 · Hingolicell 4770001153

distance 0.105

#3 · Hingolicell 4770001505

distance 0.115

#4 · Hingolicell 4770001039

distance 0.115

#5 · Hingolicell 4770001032

distance 0.117

#6 · Hingolicell 4770001446

distance 0.125

#7 · Hingolicell 4770000849

distance 0.128

#8 · Hingolicell 4770000732

distance 0.13

#9 · Hingolicell 4770001154

distance 0.134

#10 · Hingolicell 4770001277

distance 0.151

#11 · Amravaticell 4680004401

distance 0.156 · cross-district

#12 · Hingolicell 4770001562

distance 0.161

#13 · Hingolicell 4770000847

distance 0.165

#14 · Hingolicell 4770003226

distance 0.165

#15 · Hingolicell 4770001503

distance 0.167

#16 · Amravaticell 4680003071

distance 0.17 · cross-district

#17 · Buldhanacell 4720007418

distance 0.172 · cross-district

#18 · Akolacell 4670003894

distance 0.174 · 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":4770001388}}}'

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.