Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003663

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003594

distance 0.11

#2 · Nandedcell 4850007988

distance 0.116 · cross-district

#3 · Hingolicell 4770001375

distance 0.117

#4 · Hingolicell 4770003547

distance 0.124

#5 · Nandedcell 4850008012

distance 0.124 · cross-district

#6 · Nandedcell 4850007986

distance 0.125 · cross-district

#7 · Hingolicell 4770001764

distance 0.125

#8 · Washimcell 4990001299

distance 0.13 · cross-district

#9 · Washimcell 4990000841

distance 0.132 · cross-district

#10 · Yavatmalcell 5000001393

distance 0.134 · cross-district

#11 · Yavatmalcell 5000001170

distance 0.136 · cross-district

#12 · Hingolicell 4770001778

distance 0.136

#13 · Hingolicell 4770002072

distance 0.136

#14 · Hingolicell 4770001493

distance 0.137

#15 · Washimcell 4990002875

distance 0.139 · cross-district

#16 · Washimcell 4990000177

distance 0.139 · cross-district

#17 · Yavatmalcell 5000001554

distance 0.14 · cross-district

#18 · Nandedcell 4850007987

distance 0.14 · 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":4770003663}}}'

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.