Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004583

The MH-36 locality cells most similar to this Pune 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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002643

distance 0.173

#2 · Punecell 4900005650

distance 0.233

#3 · Punecell 4900000901

distance 0.252

#4 · Punecell 4900003086

distance 0.253

#5 · Kolhapurcell 4800004543

distance 0.257 · cross-district

#6 · Kolhapurcell 4800005316

distance 0.257 · cross-district

#7 · Punecell 4900003877

distance 0.259

#8 · Punecell 4900004178

distance 0.265

#9 · Sataracell 4940008781

distance 0.269 · cross-district

#10 · Ahmednagarcell 4660004779

distance 0.273 · cross-district

#11 · Punecell 4900001151

distance 0.278

#12 · Punecell 4900002045

distance 0.28

#13 · Punecell 4900004584

distance 0.282

#14 · Punecell 4900003087

distance 0.285

#15 · Sataracell 4940008306

distance 0.288 · cross-district

#16 · Ahmednagarcell 4660003940

distance 0.288 · cross-district

#17 · Punecell 4900000469

distance 0.288

#18 · Sataracell 4940004950

distance 0.291 · 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":490,"cluster_id":4900004583}}}'

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.