Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003196

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

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000794

distance 0.195

#2 · Hingolicell 4770000800

distance 0.224

#3 · Hingolicell 4770000985

distance 0.243

#4 · Hingolicell 4770002391

distance 0.25

#5 · Amravaticell 4680002761

distance 0.266 · cross-district

#6 · Buldhanacell 4720003244

distance 0.268 · cross-district

#7 · Hingolicell 4770000684

distance 0.272

#8 · Hingolicell 4770002627

distance 0.274

#9 · Hingolicell 4770001867

distance 0.277

#10 · Chandrapurcell 4730002038

distance 0.282 · cross-district

#11 · Amravaticell 4680004602

distance 0.287 · cross-district

#12 · Nagpurcell 4840006498

distance 0.288 · cross-district

#13 · Akolacell 4670001805

distance 0.288 · cross-district

#14 · Buldhanacell 4720004228

distance 0.296 · cross-district

#15 · Amravaticell 4680003921

distance 0.296 · cross-district

#16 · Chandrapurcell 4730001347

distance 0.296 · cross-district

#17 · Beedcell 4700004274

distance 0.301 · cross-district

#18 · Hingolicell 4770002564

distance 0.303

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":4770003196}}}'

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.