Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000913

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002930

distance 0.161

#2 · Punecell 4900003079

distance 0.164

#3 · Sataracell 4940007391

distance 0.188 · cross-district

#4 · Sataracell 4940008017

distance 0.202 · cross-district

#5 · Punecell 4900002789

distance 0.225

#6 · Punecell 4900001306

distance 0.235

#7 · Punecell 4900006289

distance 0.249

#8 · Punecell 4900000509

distance 0.251

#9 · Punecell 4900005903

distance 0.253

#10 · Ahmednagarcell 4660006763

distance 0.269 · cross-district

#11 · Punecell 4900000799

distance 0.271

#12 · Akolacell 4670003365

distance 0.271 · cross-district

#13 · Ahmednagarcell 4660011830

distance 0.276 · cross-district

#14 · Nashikcell 4870000419

distance 0.278 · cross-district

#15 · Sataracell 4940008016

distance 0.28 · cross-district

#16 · Ahmednagarcell 4660007045

distance 0.285 · cross-district

#17 · Kolhapurcell 4800004525

distance 0.288 · cross-district

#18 · Punecell 4900000901

distance 0.292

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":4900000913}}}'

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.