Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004976

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007507

distance 0.316

#2 · Nandedcell 4850005266

distance 0.317

#3 · Beedcell 4700007965

distance 0.319 · cross-district

#4 · Beedcell 4700007201

distance 0.34 · cross-district

#5 · Yavatmalcell 5000000085

distance 0.35 · cross-district

#6 · Nandedcell 4850006380

distance 0.354

#7 · Laturcell 4810005979

distance 0.357 · cross-district

#8 · Yavatmalcell 5000000686

distance 0.361 · cross-district

#9 · Nandedcell 4850003138

distance 0.365

#10 · Sanglicell 4930002470

distance 0.366 · cross-district

#11 · Nandedcell 4850005536

distance 0.37

#12 · Nandedcell 4850001941

distance 0.372

#13 · Nandedcell 4850002973

distance 0.372

#14 · Sanglicell 4930001437

distance 0.375 · cross-district

#15 · Jalgaoncell 4780007448

distance 0.376 · cross-district

#16 · Sanglicell 4930000030

distance 0.381 · cross-district

#17 · Laturcell 4810006017

distance 0.382 · cross-district

#18 · Hingolicell 4770000468

distance 0.383 · 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":4850004976}}}'

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.