Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003735

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.418

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004499

distance 0.418 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690003220

distance 0.491 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690002076

distance 0.493 · cross-district

#4 · Kolhapurcell 4800003731

distance 0.531

#5 · Ahmednagarcell 4660010566

distance 0.534 · cross-district

#6 · Jalnacell 4790004208

distance 0.555 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003123

distance 0.569 · cross-district

#8 · Nashikcell 4870001560

distance 0.572 · cross-district

#9 · Kolhapurcell 4800004968

distance 0.576

#10 · Sanglicell 4930002840

distance 0.578 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003119

distance 0.58 · cross-district

#12 · Nashikcell 4870005002

distance 0.583 · cross-district

#13 · Ahmednagarcell 4660005331

distance 0.59 · cross-district

#14 · Beedcell 4700001022

distance 0.597 · cross-district

#15 · Nagpurcell 4840002998

distance 0.597 · cross-district

#16 · Amravaticell 4680003089

distance 0.599 · cross-district

#17 · Solapurcell 4960008023

distance 0.6 · cross-district

#18 · Sataracell 4940003418

distance 0.602 · 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":4800003735}}}'

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.