Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011286

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010813

distance 0.136

#2 · Ahmednagarcell 4660004221

distance 0.177 · cross-district

#3 · Punecell 4900010466

distance 0.179

#4 · Punecell 4900010886

distance 0.188

#5 · Punecell 4900010898

distance 0.197

#6 · Ahmednagarcell 4660003959

distance 0.198 · cross-district

#7 · Punecell 4900010897

distance 0.198

#8 · Ahmednagarcell 4660004379

distance 0.199 · cross-district

#9 · Punecell 4900011048

distance 0.2

#10 · Punecell 4900010467

distance 0.203

#11 · Punecell 4900010558

distance 0.204

#12 · Punecell 4900008410

distance 0.205

#13 · Punecell 4900010470

distance 0.209

#14 · Punecell 4900010465

distance 0.209

#15 · Ahmednagarcell 4660004144

distance 0.218 · cross-district

#16 · Punecell 4900010967

distance 0.219

#17 · Punecell 4900011213

distance 0.224

#18 · Punecell 4900008752

distance 0.225

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":4900011286}}}'

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.