Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002162

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000827

distance 0.188

#2 · Punecell 4900001601

distance 0.208

#3 · Punecell 4900000839

distance 0.21

#4 · Punecell 4900000420

distance 0.217

#5 · Solapurcell 4960005700

distance 0.238 · cross-district

#6 · Punecell 4900004296

distance 0.241

#7 · Solapurcell 4960006502

distance 0.241 · cross-district

#8 · Nashikcell 4870006727

distance 0.244 · cross-district

#9 · Punecell 4900001079

distance 0.246

#10 · Nashikcell 4870006295

distance 0.248 · cross-district

#11 · Punecell 4900003214

distance 0.248

#12 · Punecell 4900002005

distance 0.249

#13 · Punecell 4900001737

distance 0.25

#14 · Punecell 4900003480

distance 0.25

#15 · Punecell 4900001464

distance 0.25

#16 · Nashikcell 4870002448

distance 0.256 · cross-district

#17 · Nashikcell 4870002876

distance 0.256 · cross-district

#18 · Ahmednagarcell 4660013419

distance 0.256 · 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":4900002162}}}'

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.