Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004053

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004055

distance 0.256

#2 · Kolhapurcell 4800004632

distance 0.257

#3 · Ahmednagarcell 4660011735

distance 0.261 · cross-district

#4 · Sanglicell 4930000715

distance 0.281 · cross-district

#5 · Sanglicell 4930001546

distance 0.282 · cross-district

#6 · Laturcell 4810002474

distance 0.282 · cross-district

#7 · Sanglicell 4930000112

distance 0.29 · cross-district

#8 · Laturcell 4810002684

distance 0.291 · cross-district

#9 · Kolhapurcell 4800003974

distance 0.292

#10 · Dharashivcell 4880004140

distance 0.292 · cross-district

#11 · Sanglicell 4930000022

distance 0.293 · cross-district

#12 · Beedcell 4700007348

distance 0.293 · cross-district

#13 · Dharashivcell 4880003841

distance 0.294 · cross-district

#14 · Laturcell 4810002144

distance 0.295 · cross-district

#15 · Laturcell 4810002840

distance 0.296 · cross-district

#16 · Beedcell 4700000389

distance 0.297 · cross-district

#17 · Solapurcell 4960000482

distance 0.297 · cross-district

#18 · Beedcell 4700007347

distance 0.301 · 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":4800004053}}}'

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.