Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004527

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.373

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011179

distance 0.373 · cross-district

#2 · Amravaticell 4680002278

distance 0.416 · cross-district

#3 · Akolacell 4670002075

distance 0.416 · cross-district

#4 · Jalgaoncell 4780006211

distance 0.417 · cross-district

#5 · Laturcell 4810003367

distance 0.431 · cross-district

#6 · Akolacell 4670001843

distance 0.451 · cross-district

#7 · Amravaticell 4680002583

distance 0.456 · cross-district

#8 · Nashikcell 4870010845

distance 0.459 · cross-district

#9 · Sanglicell 4930000290

distance 0.466 · cross-district

#10 · Akolacell 4670002152

distance 0.467 · cross-district

#11 · Amravaticell 4680002584

distance 0.468 · cross-district

#12 · Akolacell 4670001998

distance 0.47 · cross-district

#13 · Sanglicell 4930000400

distance 0.471 · cross-district

#14 · Amravaticell 4680002685

distance 0.477 · cross-district

#15 · Dharashivcell 4880006013

distance 0.477 · cross-district

#16 · Laturcell 4810003061

distance 0.48 · cross-district

#17 · Akolacell 4670002156

distance 0.482 · cross-district

#18 · Solapurcell 4960004752

distance 0.494 · 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":4800004527}}}'

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.