Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004528

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004441

distance 0.257

#2 · Akolacell 4670001999

distance 0.261 · cross-district

#3 · Jalgaoncell 4780005747

distance 0.312 · cross-district

#4 · Amravaticell 4680002059

distance 0.325 · cross-district

#5 · Sanglicell 4930000341

distance 0.328 · cross-district

#6 · Jalgaoncell 4780005609

distance 0.331 · cross-district

#7 · Amravaticell 4680002170

distance 0.356 · cross-district

#8 · Ahmednagarcell 4660005239

distance 0.361 · cross-district

#9 · Solapurcell 4960004909

distance 0.37 · cross-district

#10 · Akolacell 4670002076

distance 0.371 · cross-district

#11 · Buldhanacell 4720006369

distance 0.372 · cross-district

#12 · Jalgaoncell 4780005610

distance 0.385 · cross-district

#13 · Amravaticell 4680002380

distance 0.386 · cross-district

#14 · Amravaticell 4680006291

distance 0.397 · cross-district

#15 · Yavatmalcell 5000002936

distance 0.408 · cross-district

#16 · Solapurcell 4960004908

distance 0.41 · cross-district

#17 · Nashikcell 4870010842

distance 0.41 · cross-district

#18 · Amravaticell 4680002171

distance 0.41 · 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":4800004528}}}'

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.