Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005839

The MH-36 locality cells most similar to this Kolhapur 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

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003302

distance 0.275 · cross-district

#2 · Nandedcell 4850001978

distance 0.296 · cross-district

#3 · Beedcell 4700008684

distance 0.344 · cross-district

#4 · Jalgaoncell 4780005645

distance 0.35 · cross-district

#5 · Jalgaoncell 4780005783

distance 0.363 · cross-district

#6 · Wardhacell 4980002242

distance 0.364 · cross-district

#7 · Dhulecell 4740000153

distance 0.378 · cross-district

#8 · Laturcell 4810003421

distance 0.38 · cross-district

#9 · Yavatmalcell 5000006134

distance 0.381 · cross-district

#10 · Laturcell 4810003323

distance 0.381 · cross-district

#11 · Beedcell 4700007638

distance 0.389 · cross-district

#12 · Laturcell 4810003132

distance 0.396 · cross-district

#13 · Solapurcell 4960004848

distance 0.396 · cross-district

#14 · Jalnacell 4790003629

distance 0.397 · cross-district

#15 · Nagpurcell 4840002898

distance 0.403 · cross-district

#16 · Laturcell 4810002948

distance 0.405 · cross-district

#17 · Nandedcell 4850001376

distance 0.414 · cross-district

#18 · Solapurcell 4960006986

distance 0.414 · 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":480,"cluster_id":4800005839}}}'

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.