Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000127

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001080

distance 0.15

#2 · Hingolicell 4770000066

distance 0.16

#3 · Hingolicell 4770000958

distance 0.16

#4 · Hingolicell 4770002338

distance 0.166

#5 · Hingolicell 4770001373

distance 0.167

#6 · Nandedcell 4850008035

distance 0.181 · cross-district

#7 · Hingolicell 4770000647

distance 0.182

#8 · Hingolicell 4770001544

distance 0.183

#9 · Hingolicell 4770000238

distance 0.184

#10 · Yavatmalcell 5000002242

distance 0.189 · cross-district

#11 · Yavatmalcell 5000000949

distance 0.19 · cross-district

#12 · Parbhanicell 4890003635

distance 0.191 · cross-district

#13 · Hingolicell 4770000436

distance 0.194

#14 · Washimcell 4990001055

distance 0.197 · cross-district

#15 · Yavatmalcell 5000002117

distance 0.197 · cross-district

#16 · Washimcell 4990002473

distance 0.198 · cross-district

#17 · Parbhanicell 4890004895

distance 0.199 · cross-district

#18 · Yavatmalcell 5000002129

distance 0.199 · 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":4770000127}}}'

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.