Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008731

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007650

distance 0.189

#2 · Nandedcell 4850006280

distance 0.229

#3 · Nandedcell 4850007690

distance 0.251

#4 · Yavatmalcell 5000001056

distance 0.263 · cross-district

#5 · Nandedcell 4850007208

distance 0.283

#6 · Hingolicell 4770000613

distance 0.283 · cross-district

#7 · Yavatmalcell 5000001805

distance 0.284 · cross-district

#8 · Hingolicell 4770001202

distance 0.288 · cross-district

#9 · Nandedcell 4850007218

distance 0.292

#10 · Nandedcell 4850007997

distance 0.294

#11 · Yavatmalcell 5000001711

distance 0.295 · cross-district

#12 · Nandedcell 4850008497

distance 0.298

#13 · Chandrapurcell 4730007104

distance 0.299 · cross-district

#14 · Yavatmalcell 5000001622

distance 0.304 · cross-district

#15 · Yavatmalcell 5000001174

distance 0.306 · cross-district

#16 · Hingolicell 4770001194

distance 0.307 · cross-district

#17 · Yavatmalcell 5000004882

distance 0.312 · cross-district

#18 · Nandedcell 4850007406

distance 0.312

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":4850008731}}}'

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.