Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002420

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.436

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000301

distance 0.436 · cross-district

#2 · Buldhanacell 4720001421

distance 0.485 · cross-district

#3 · Chandrapurcell 4730005111

distance 0.504 · cross-district

#4 · Jalnacell 4790001200

distance 0.509 · cross-district

#5 · Laturcell 4810002298

distance 0.512 · cross-district

#6 · Kolhapurcell 4800002278

distance 0.566

#7 · Dharashivcell 4880004658

distance 0.571 · cross-district

#8 · Buldhanacell 4720004879

distance 0.573 · cross-district

#9 · Gadchirolicell 4750000180

distance 0.593 · cross-district

#10 · Buldhanacell 4720003745

distance 0.594 · cross-district

#11 · Kolhapurcell 4800001168

distance 0.601

#12 · Nandurbarcell 4860004927

distance 0.602 · cross-district

#13 · Laturcell 4810005312

distance 0.605 · cross-district

#14 · Dharashivcell 4880003994

distance 0.608 · cross-district

#15 · Kolhapurcell 4800006450

distance 0.611

#16 · Buldhanacell 4720001420

distance 0.62 · cross-district

#17 · Sanglicell 4930004630

distance 0.621 · cross-district

#18 · Gadchirolicell 4750000214

distance 0.624 · 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":4800002420}}}'

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.