Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009910

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010288

distance 0.119

#2 · Punecell 4900010375

distance 0.181

#3 · Punecell 4900010012

distance 0.201

#4 · Punecell 4900009614

distance 0.214

#5 · Punecell 4900003295

distance 0.218

#6 · Punecell 4900009612

distance 0.225

#7 · Punecell 4900009508

distance 0.227

#8 · Ahmednagarcell 4660003844

distance 0.228 · cross-district

#9 · Punecell 4900010101

distance 0.228

#10 · Punecell 4900001661

distance 0.231

#11 · Punecell 4900009613

distance 0.233

#12 · Punecell 4900001530

distance 0.234

#13 · Ahmednagarcell 4660004649

distance 0.238 · cross-district

#14 · Ahmednagarcell 4660004905

distance 0.24 · cross-district

#15 · Ahmednagarcell 4660003963

distance 0.242 · cross-district

#16 · Punecell 4900002574

distance 0.244

#17 · Ahmednagarcell 4660004226

distance 0.252 · cross-district

#18 · Ahmednagarcell 4660004391

distance 0.253 · 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":4900009910}}}'

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.