Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004293

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.28

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001488

distance 0.28 · cross-district

#2 · Kolhapurcell 4800003479

distance 0.296

#3 · Ahmednagarcell 4660005567

distance 0.312 · cross-district

#4 · Beedcell 4700007500

distance 0.316 · cross-district

#5 · Nandedcell 4850003265

distance 0.323 · cross-district

#6 · Nandedcell 4850003176

distance 0.331 · cross-district

#7 · Nandedcell 4850001520

distance 0.331 · cross-district

#8 · Ahmednagarcell 4660012684

distance 0.337 · cross-district

#9 · Ahmednagarcell 4660002390

distance 0.341 · cross-district

#10 · Dharashivcell 4880003171

distance 0.341 · cross-district

#11 · Sanglicell 4930000834

distance 0.341 · cross-district

#12 · Ahmednagarcell 4660014055

distance 0.346 · cross-district

#13 · Beedcell 4700007641

distance 0.348 · cross-district

#14 · Sanglicell 4930000557

distance 0.348 · cross-district

#15 · Jalgaoncell 4780003494

distance 0.349 · cross-district

#16 · Buldhanacell 4720000575

distance 0.349 · cross-district

#17 · Jalgaoncell 4780008428

distance 0.349 · cross-district

#18 · Nandedcell 4850006093

distance 0.35 · 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":4800004293}}}'

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.