Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007138

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005513

distance 0.12

#2 · Punecell 4900006411

distance 0.147

#3 · Punecell 4900006653

distance 0.154

#4 · Punecell 4900006534

distance 0.163

#5 · Punecell 4900002939

distance 0.176

#6 · Punecell 4900005514

distance 0.18

#7 · Punecell 4900001895

distance 0.184

#8 · Punecell 4900006891

distance 0.184

#9 · Punecell 4900007024

distance 0.185

#10 · Ahmednagarcell 4660002377

distance 0.193 · cross-district

#11 · Beedcell 4700001808

distance 0.193 · cross-district

#12 · Punecell 4900001736

distance 0.195

#13 · Sanglicell 4930007184

distance 0.201 · cross-district

#14 · Ahmednagarcell 4660003053

distance 0.202 · cross-district

#15 · Jalgaoncell 4780005328

distance 0.203 · cross-district

#16 · Ahmednagarcell 4660002629

distance 0.205 · cross-district

#17 · Solapurcell 4960001284

distance 0.206 · cross-district

#18 · Punecell 4900001590

distance 0.206

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":4900007138}}}'

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.