Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004179

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003791

distance 0.23 · cross-district

#2 · Jalnacell 4790003787

distance 0.247 · cross-district

#3 · Nandedcell 4850004599

distance 0.252 · cross-district

#4 · Solapurcell 4960001061

distance 0.259 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001401

distance 0.276 · cross-district

#6 · Jalnacell 4790004052

distance 0.277 · cross-district

#7 · Laturcell 4810003106

distance 0.277 · cross-district

#8 · Sanglicell 4930002062

distance 0.278 · cross-district

#9 · Laturcell 4810002949

distance 0.284 · cross-district

#10 · Solapurcell 4960009718

distance 0.286 · cross-district

#11 · Solapurcell 4960003600

distance 0.288 · cross-district

#12 · Laturcell 4810005207

distance 0.29 · cross-district

#13 · Beedcell 4700007822

distance 0.292 · cross-district

#14 · Laturcell 4810003050

distance 0.292 · cross-district

#15 · Dhulecell 4740000382

distance 0.293 · cross-district

#16 · Laturcell 4810003053

distance 0.301 · cross-district

#17 · Laturcell 4810005113

distance 0.309 · cross-district

#18 · Solapurcell 4960002716

distance 0.311 · 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":4800004179}}}'

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.