Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001778

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000565

distance 0.299 · cross-district

#2 · Sataracell 4940003830

distance 0.324 · cross-district

#3 · Ahmednagarcell 4660003156

distance 0.33 · cross-district

#4 · Solapurcell 4960000439

distance 0.333 · cross-district

#5 · Akolacell 4670001014

distance 0.35 · cross-district

#6 · Sataracell 4940003597

distance 0.35 · cross-district

#7 · Gondiacell 4760002293

distance 0.354 · cross-district

#8 · Washimcell 4990000152

distance 0.364 · cross-district

#9 · Solapurcell 4960000440

distance 0.368 · cross-district

#10 · Chandrapurcell 4730002150

distance 0.369 · cross-district

#11 · Dhulecell 4740001074

distance 0.379 · cross-district

#12 · Dhulecell 4740003743

distance 0.38 · cross-district

#13 · Sataracell 4940003598

distance 0.387 · cross-district

#14 · Beedcell 4700004625

distance 0.388 · cross-district

#15 · Amravaticell 4680002434

distance 0.389 · cross-district

#16 · Sataracell 4940003714

distance 0.391 · cross-district

#17 · Kolhapurcell 4800001829

distance 0.395

#18 · Wardhacell 4980003439

distance 0.407 · 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":4800001778}}}'

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.