Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001399

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001159

distance 0.235

#2 · Hingolicell 4770001573

distance 0.292

#3 · Hingolicell 4770001738

distance 0.294

#4 · Akolacell 4670001967

distance 0.294 · cross-district

#5 · Dharashivcell 4880000994

distance 0.295 · cross-district

#6 · Akolacell 4670001502

distance 0.3 · cross-district

#7 · Beedcell 4700004774

distance 0.301 · cross-district

#8 · Akolacell 4670000273

distance 0.304 · cross-district

#9 · Hingolicell 4770001184

distance 0.305

#10 · Hingolicell 4770001395

distance 0.305

#11 · Hingolicell 4770001232

distance 0.307

#12 · Nagpurcell 4840007283

distance 0.31 · cross-district

#13 · Hingolicell 4770001737

distance 0.31

#14 · Nandedcell 4850000155

distance 0.311 · cross-district

#15 · Nagpurcell 4840008350

distance 0.312 · cross-district

#16 · Buldhanacell 4720005891

distance 0.314 · cross-district

#17 · Amravaticell 4680003336

distance 0.314 · cross-district

#18 · Nandedcell 4850000056

distance 0.314 · 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":4770001399}}}'

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.