Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000932

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002472

distance 0.124

#2 · Yavatmalcell 5000001997

distance 0.128 · cross-district

#3 · Hingolicell 4770002540

distance 0.157

#4 · Washimcell 4990002393

distance 0.169 · cross-district

#5 · Washimcell 4990003010

distance 0.175 · cross-district

#6 · Hingolicell 4770003714

distance 0.183

#7 · Parbhanicell 4890004489

distance 0.187 · cross-district

#8 · Yavatmalcell 5000001880

distance 0.187 · cross-district

#9 · Nandedcell 4850007126

distance 0.194 · cross-district

#10 · Yavatmalcell 5000001904

distance 0.197 · cross-district

#11 · Jalnacell 4790000017

distance 0.202 · cross-district

#12 · Yavatmalcell 5000001379

distance 0.202 · cross-district

#13 · Beedcell 4700008717

distance 0.202 · cross-district

#14 · Yavatmalcell 5000001375

distance 0.208 · cross-district

#15 · Yavatmalcell 5000002022

distance 0.208 · cross-district

#16 · Washimcell 4990000173

distance 0.213 · cross-district

#17 · Hingolicell 4770001526

distance 0.215

#18 · Washimcell 4990003011

distance 0.216 · 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":4770000932}}}'

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.