Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000161

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000106

distance 0.08

#2 · Hingolicell 4770000107

distance 0.09

#3 · Parbhanicell 4890002697

distance 0.096 · cross-district

#4 · Parbhanicell 4890002956

distance 0.109 · cross-district

#5 · Parbhanicell 4890002211

distance 0.111 · cross-district

#6 · Hingolicell 4770000895

distance 0.113

#7 · Parbhanicell 4890001794

distance 0.115 · cross-district

#8 · Parbhanicell 4890002690

distance 0.115 · cross-district

#9 · Hingolicell 4770001186

distance 0.117

#10 · Hingolicell 4770001308

distance 0.12

#11 · Parbhanicell 4890002128

distance 0.12 · cross-district

#12 · Hingolicell 4770000104

distance 0.12

#13 · Parbhanicell 4890002129

distance 0.122 · cross-district

#14 · Hingolicell 4770000081

distance 0.123

#15 · Parbhanicell 4890002452

distance 0.126 · cross-district

#16 · Parbhanicell 4890001877

distance 0.128 · cross-district

#17 · Parbhanicell 4890002293

distance 0.129 · cross-district

#18 · Hingolicell 4770002015

distance 0.129

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":4770000161}}}'

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.