Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005834

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.27

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660009949

distance 0.27 · cross-district

#2 · Ahmednagarcell 4660011741

distance 0.275 · cross-district

#3 · Kolhapurcell 4800003942

distance 0.322

#4 · Kolhapurcell 4800005776

distance 0.329

#5 · Ahmednagarcell 4660000787

distance 0.332 · cross-district

#6 · Dharashivcell 4880000980

distance 0.336 · cross-district

#7 · Kolhapurcell 4800002678

distance 0.354

#8 · Ahmednagarcell 4660008413

distance 0.358 · cross-district

#9 · Dharashivcell 4880003808

distance 0.364 · cross-district

#10 · Sanglicell 4930003385

distance 0.367 · cross-district

#11 · Jalnacell 4790000213

distance 0.37 · cross-district

#12 · Solapurcell 4960004761

distance 0.372 · cross-district

#13 · Jalgaoncell 4780002348

distance 0.372 · cross-district

#14 · Nagpurcell 4840006341

distance 0.384 · cross-district

#15 · Punecell 4900001222

distance 0.39 · cross-district

#16 · Kolhapurcell 4800004511

distance 0.39

#17 · Solapurcell 4960009486

distance 0.394 · cross-district

#18 · Solapurcell 4960005300

distance 0.397 · 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":4800005834}}}'

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.