Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004487

The MH-36 locality cells most similar to this Sangli 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 13 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004631

distance 0.257

#2 · Jalnacell 4790001651

distance 0.286 · cross-district

#3 · Buldhanacell 4720005718

distance 0.327 · cross-district

#4 · Nandurbarcell 4860004926

distance 0.332 · cross-district

#5 · Amravaticell 4680002108

distance 0.378 · cross-district

#6 · Dharashivcell 4880005943

distance 0.385 · cross-district

#7 · Buldhanacell 4720001192

distance 0.397 · cross-district

#8 · Nagpurcell 4840008583

distance 0.415 · cross-district

#9 · Solapurcell 4960010898

distance 0.418 · cross-district

#10 · Sataracell 4940001459

distance 0.425 · cross-district

#11 · Buldhanacell 4720001247

distance 0.435 · cross-district

#12 · Solapurcell 4960010979

distance 0.44 · cross-district

#13 · Laturcell 4810000544

distance 0.444 · cross-district

#14 · Nagpurcell 4840008554

distance 0.445 · cross-district

#15 · Sataracell 4940003258

distance 0.445 · cross-district

#16 · Chandrapurcell 4730005401

distance 0.457 · cross-district

#17 · Parbhanicell 4890005420

distance 0.458 · cross-district

#18 · Kolhapurcell 4800002325

distance 0.458 · 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":493,"cluster_id":4930004487}}}'

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.