Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001672

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001246

distance 0.201 · cross-district

#2 · Yavatmalcell 5000001643

distance 0.208 · cross-district

#3 · Nandedcell 4850007905

distance 0.208 · cross-district

#4 · Hingolicell 4770000876

distance 0.234

#5 · Yavatmalcell 5000001453

distance 0.236 · cross-district

#6 · Hingolicell 4770001673

distance 0.241

#7 · Nandedcell 4850007879

distance 0.241 · cross-district

#8 · Hingolicell 4770001780

distance 0.243

#9 · Hingolicell 4770003771

distance 0.245

#10 · Yavatmalcell 5000003265

distance 0.248 · cross-district

#11 · Hingolicell 4770003718

distance 0.249

#12 · Jalgaoncell 4780004260

distance 0.251 · cross-district

#13 · Nashikcell 4870012435

distance 0.254 · cross-district

#14 · Hingolicell 4770001782

distance 0.255

#15 · Hingolicell 4770001777

distance 0.259

#16 · Yavatmalcell 5000002797

distance 0.26 · cross-district

#17 · Yavatmalcell 5000003103

distance 0.26 · cross-district

#18 · Hingolicell 4770000668

distance 0.261

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":4770001672}}}'

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.