Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005902

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003219

distance 0.19 · cross-district

#2 · Sanglicell 4930003399

distance 0.203 · cross-district

#3 · Sanglicell 4930001736

distance 0.204 · cross-district

#4 · Sanglicell 4930000810

distance 0.211 · cross-district

#5 · Laturcell 4810000351

distance 0.214 · cross-district

#6 · Sanglicell 4930003400

distance 0.222 · cross-district

#7 · Laturcell 4810000461

distance 0.224 · cross-district

#8 · Sanglicell 4930003746

distance 0.224 · cross-district

#9 · Solapurcell 4960006177

distance 0.225 · cross-district

#10 · Dharashivcell 4880006411

distance 0.228 · cross-district

#11 · Ahmednagarcell 4660000582

distance 0.228 · cross-district

#12 · Laturcell 4810000188

distance 0.228 · cross-district

#13 · Sanglicell 4930002028

distance 0.228 · cross-district

#14 · Solapurcell 4960007097

distance 0.229 · cross-district

#15 · Sanglicell 4930000422

distance 0.229 · cross-district

#16 · Dharashivcell 4880006425

distance 0.23 · cross-district

#17 · Ahmednagarcell 4660000946

distance 0.232 · cross-district

#18 · Solapurcell 4960000787

distance 0.233 · 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":4800005902}}}'

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.