Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004213

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000037

distance 0.16 · cross-district

#2 · Sanglicell 4930000089

distance 0.184 · cross-district

#3 · Sanglicell 4930003223

distance 0.19 · cross-district

#4 · Sanglicell 4930001549

distance 0.217 · cross-district

#5 · Sanglicell 4930001542

distance 0.217 · cross-district

#6 · Kolhapurcell 4800004724

distance 0.221

#7 · Sanglicell 4930001703

distance 0.224 · cross-district

#8 · Sanglicell 4930000146

distance 0.224 · cross-district

#9 · Sanglicell 4930001867

distance 0.225 · cross-district

#10 · Sanglicell 4930001550

distance 0.228 · cross-district

#11 · Sanglicell 4930003224

distance 0.239 · cross-district

#12 · Sanglicell 4930002353

distance 0.241 · cross-district

#13 · Sanglicell 4930001866

distance 0.244 · cross-district

#14 · Sanglicell 4930001154

distance 0.246 · cross-district

#15 · Kolhapurcell 4800004723

distance 0.246

#16 · Sanglicell 4930001409

distance 0.246 · cross-district

#17 · Jalgaoncell 4780007595

distance 0.25 · cross-district

#18 · Sanglicell 4930001704

distance 0.252 · 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":4800004213}}}'

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.