Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002191

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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002115

distance 0.173

#2 · Hingolicell 4770001811

distance 0.202

#3 · Hingolicell 4770002121

distance 0.219

#4 · Hingolicell 4770002380

distance 0.22

#5 · Hingolicell 4770002647

distance 0.222

#6 · Hingolicell 4770000473

distance 0.236

#7 · Hingolicell 4770002315

distance 0.24

#8 · Hingolicell 4770000583

distance 0.243

#9 · Hingolicell 4770002312

distance 0.243

#10 · Parbhanicell 4890003665

distance 0.251 · cross-district

#11 · Washimcell 4990004397

distance 0.252 · cross-district

#12 · Akolacell 4670003446

distance 0.259 · cross-district

#13 · Hingolicell 4770002529

distance 0.264

#14 · Bhandaracell 4710002893

distance 0.266 · cross-district

#15 · Akolacell 4670002618

distance 0.27 · cross-district

#16 · Hingolicell 4770000576

distance 0.271

#17 · Amravaticell 4680002154

distance 0.271 · cross-district

#18 · Buldhanacell 4720003801

distance 0.273 · 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":4770002191}}}'

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.