Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000018

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

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000017

distance 0.068

#2 · Hingolicell 4770000015

distance 0.118

#3 · Hingolicell 4770000097

distance 0.118

#4 · Nandedcell 4850003516

distance 0.127 · cross-district

#5 · Hingolicell 4770000095

distance 0.127

#6 · Nandedcell 4850003515

distance 0.131 · cross-district

#7 · Nandedcell 4850003433

distance 0.134 · cross-district

#8 · Hingolicell 4770000221

distance 0.137

#9 · Hingolicell 4770000098

distance 0.145

#10 · Nandedcell 4850003268

distance 0.147 · cross-district

#11 · Nandedcell 4850003432

distance 0.149 · cross-district

#12 · Nandedcell 4850003760

distance 0.152 · cross-district

#13 · Nandedcell 4850003680

distance 0.152 · cross-district

#14 · Hingolicell 4770000072

distance 0.153

#15 · Hingolicell 4770000001

distance 0.154

#16 · Hingolicell 4770000052

distance 0.154

#17 · Nandedcell 4850003448

distance 0.155 · cross-district

#18 · Nandedcell 4850003528

distance 0.156 · 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":4770000018}}}'

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.