Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002118

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003122

distance 0.197

#2 · Hingolicell 4770003045

distance 0.219

#3 · Hingolicell 4770002121

distance 0.226

#4 · Hingolicell 4770002661

distance 0.227

#5 · Hingolicell 4770001578

distance 0.227

#6 · Hingolicell 4770002523

distance 0.245

#7 · Hingolicell 4770001811

distance 0.246

#8 · Hingolicell 4770000698

distance 0.255

#9 · Hingolicell 4770002328

distance 0.257

#10 · Hingolicell 4770002454

distance 0.266

#11 · Hingolicell 4770002650

distance 0.273

#12 · Akolacell 4670000491

distance 0.276 · cross-district

#13 · Buldhanacell 4720007409

distance 0.279 · cross-district

#14 · Hingolicell 4770003039

distance 0.283

#15 · Chandrapurcell 4730001558

distance 0.283 · cross-district

#16 · Hingolicell 4770003361

distance 0.284

#17 · Akolacell 4670000494

distance 0.285 · cross-district

#18 · Hingolicell 4770000477

distance 0.285

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":4770002118}}}'

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.