Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010633

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011282

distance 0.153

#2 · Punecell 4900011948

distance 0.16

#3 · Punecell 4900012016

distance 0.175

#4 · Punecell 4900010720

distance 0.178

#5 · Punecell 4900010724

distance 0.191

#6 · Punecell 4900008524

distance 0.192

#7 · Punecell 4900007955

distance 0.194

#8 · Punecell 4900012085

distance 0.197

#9 · Punecell 4900011946

distance 0.198

#10 · Punecell 4900010475

distance 0.201

#11 · Punecell 4900007967

distance 0.202

#12 · Punecell 4900010389

distance 0.209

#13 · Punecell 4900009914

distance 0.211

#14 · Punecell 4900008416

distance 0.217

#15 · Ahmednagarcell 4660004214

distance 0.218 · cross-district

#16 · Punecell 4900003695

distance 0.22

#17 · Punecell 4900010473

distance 0.22

#18 · Ahmednagarcell 4660004143

distance 0.22 · 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":4900010633}}}'

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.