Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000992

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004632

distance 0.306 · cross-district

#2 · Jalgaoncell 4780007621

distance 0.319 · cross-district

#3 · Ratnagiricell 4920003132

distance 0.325 · cross-district

#4 · Jalgaoncell 4780007498

distance 0.344 · cross-district

#5 · Sataracell 4940001388

distance 0.346 · cross-district

#6 · Solapurcell 4960011823

distance 0.347 · cross-district

#7 · Jalgaoncell 4780006848

distance 0.353 · cross-district

#8 · Sataracell 4940000240

distance 0.355 · cross-district

#9 · Gadchirolicell 4750000214

distance 0.358 · cross-district

#10 · Sataracell 4940000285

distance 0.358 · cross-district

#11 · Solapurcell 4960011865

distance 0.359 · cross-district

#12 · Sataracell 4940003721

distance 0.359 · cross-district

#13 · Beedcell 4700008391

distance 0.361 · cross-district

#14 · Hingolicell 4770002474

distance 0.362 · cross-district

#15 · Punecell 4900005935

distance 0.365 · cross-district

#16 · Jalgaoncell 4780007865

distance 0.365 · cross-district

#17 · Parbhanicell 4890003220

distance 0.366 · cross-district

#18 · Punecell 4900004877

distance 0.367 · 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":4800000992}}}'

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.