Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003202

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002002

distance 0.129

#2 · Hingolicell 4770002398

distance 0.178

#3 · Buldhanacell 4720007982

distance 0.197 · cross-district

#4 · Hingolicell 4770003438

distance 0.206

#5 · Hingolicell 4770000976

distance 0.215

#6 · Hingolicell 4770003434

distance 0.217

#7 · Hingolicell 4770002880

distance 0.221

#8 · Hingolicell 4770002462

distance 0.222

#9 · Hingolicell 4770002527

distance 0.225

#10 · Buldhanacell 4720008060

distance 0.225 · cross-district

#11 · Hingolicell 4770001828

distance 0.23

#12 · Hingolicell 4770000469

distance 0.23

#13 · Hingolicell 4770001744

distance 0.234

#14 · Hingolicell 4770003066

distance 0.235

#15 · Hingolicell 4770002874

distance 0.236

#16 · Hingolicell 4770002188

distance 0.24

#17 · Amravaticell 4680001581

distance 0.246 · cross-district

#18 · Hingolicell 4770001571

distance 0.247

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":4770003202}}}'

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.