Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001286

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.36

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004459

distance 0.36 · cross-district

#2 · Hingolicell 4770001344

distance 0.379

#3 · Hingolicell 4770000554

distance 0.408

#4 · Jalgaoncell 4780007603

distance 0.426 · cross-district

#5 · Nashikcell 4870003827

distance 0.428 · cross-district

#6 · Nagpurcell 4840005210

distance 0.428 · cross-district

#7 · Punecell 4900006283

distance 0.439 · cross-district

#8 · Nashikcell 4870004122

distance 0.443 · cross-district

#9 · Sataracell 4940001106

distance 0.446 · cross-district

#10 · Nagpurcell 4840002424

distance 0.45 · cross-district

#11 · Punecell 4900007142

distance 0.45 · cross-district

#12 · Sataracell 4940001149

distance 0.459 · cross-district

#13 · Amravaticell 4680004790

distance 0.459 · cross-district

#14 · Amravaticell 4680004792

distance 0.46 · cross-district

#15 · Gadchirolicell 4750006211

distance 0.463 · cross-district

#16 · Hingolicell 4770000185

distance 0.465

#17 · Amravaticell 4680001455

distance 0.469 · cross-district

#18 · Kolhapurcell 4800000296

distance 0.469 · 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":4770001286}}}'

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.