Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001233

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002503

distance 0.141

#2 · Kolhapurcell 4800001232

distance 0.205

#3 · Kolhapurcell 4800002235

distance 0.271

#4 · Chandrapurcell 4730004729

distance 0.335 · cross-district

#5 · Chandrapurcell 4730005744

distance 0.338 · cross-district

#6 · Chandrapurcell 4730005637

distance 0.348 · cross-district

#7 · Chandrapurcell 4730006558

distance 0.35 · cross-district

#8 · Buldhanacell 4720000074

distance 0.358 · cross-district

#9 · Sanglicell 4930004632

distance 0.36 · cross-district

#10 · Chandrapurcell 4730004916

distance 0.361 · cross-district

#11 · Wardhacell 4980005473

distance 0.364 · cross-district

#12 · Sataracell 4940000240

distance 0.365 · cross-district

#13 · Kolhapurcell 4800002279

distance 0.366

#14 · Wardhacell 4980003689

distance 0.372 · cross-district

#15 · Kolhapurcell 4800002371

distance 0.374

#16 · Chandrapurcell 4730006652

distance 0.374 · cross-district

#17 · Chandrapurcell 4730005009

distance 0.377 · cross-district

#18 · Wardhacell 4980003688

distance 0.38 · 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":4800001233}}}'

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.