Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012423

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

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660008205

distance 0.239 · cross-district

#2 · Ahmednagarcell 4660007146

distance 0.256 · cross-district

#3 · Ahmednagarcell 4660008342

distance 0.257 · cross-district

#4 · Sataracell 4940006546

distance 0.27 · cross-district

#5 · Punecell 4900001968

distance 0.281

#6 · Punecell 4900012853

distance 0.284

#7 · Punecell 4900005496

distance 0.286

#8 · Punecell 4900012644

distance 0.288

#9 · Ahmednagarcell 4660007441

distance 0.289 · cross-district

#10 · Ahmednagarcell 4660007881

distance 0.289 · cross-district

#11 · Punecell 4900012711

distance 0.29

#12 · Ahmednagarcell 4660008339

distance 0.291 · cross-district

#13 · Punecell 4900012289

distance 0.291

#14 · Punecell 4900005240

distance 0.292

#15 · Nashikcell 4870000304

distance 0.295 · cross-district

#16 · Ahmednagarcell 4660007746

distance 0.296 · cross-district

#17 · Punecell 4900002728

distance 0.296

#18 · Nashikcell 4870002159

distance 0.301 · 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":4900012423}}}'

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.