Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001280

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003435

distance 0.198

#2 · Sataracell 4940008304

distance 0.22 · cross-district

#3 · Punecell 4900001688

distance 0.223

#4 · Punecell 4900012840

distance 0.242

#5 · Punecell 4900001149

distance 0.249

#6 · Punecell 4900005903

distance 0.26

#7 · Punecell 4900006140

distance 0.266

#8 · Punecell 4900004448

distance 0.268

#9 · Punecell 4900012491

distance 0.271

#10 · Punecell 4900001014

distance 0.279

#11 · Nashikcell 4870001118

distance 0.281 · cross-district

#12 · Ahmednagarcell 4660003719

distance 0.284 · cross-district

#13 · Punecell 4900005905

distance 0.284

#14 · Punecell 4900004839

distance 0.289

#15 · Punecell 4900000468

distance 0.289

#16 · Punecell 4900001878

distance 0.29

#17 · Punecell 4900001305

distance 0.29

#18 · Sataracell 4940008117

distance 0.291 · 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":4900001280}}}'

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.