Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008709

The MH-36 locality cells most similar to this Nanded 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007254

distance 0.203 · cross-district

#2 · Nandedcell 4850008901

distance 0.209

#3 · Nandedcell 4850008189

distance 0.211

#4 · Nandedcell 4850008413

distance 0.218

#5 · Amravaticell 4680008088

distance 0.225 · cross-district

#6 · Nandedcell 4850008938

distance 0.233

#7 · Amravaticell 4680007970

distance 0.235 · cross-district

#8 · Nagpurcell 4840006650

distance 0.238 · cross-district

#9 · Jalgaoncell 4780001817

distance 0.239 · cross-district

#10 · Nagpurcell 4840007262

distance 0.24 · cross-district

#11 · Nagpurcell 4840007651

distance 0.24 · cross-district

#12 · Beedcell 4700008691

distance 0.242 · cross-district

#13 · Nagpurcell 4840007268

distance 0.242 · cross-district

#14 · Beedcell 4700007489

distance 0.243 · cross-district

#15 · Beedcell 4700006842

distance 0.243 · cross-district

#16 · Amravaticell 4680008318

distance 0.243 · cross-district

#17 · Nagpurcell 4840006519

distance 0.245 · cross-district

#18 · Nagpurcell 4840007650

distance 0.247 · 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":485,"cluster_id":4850008709}}}'

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.