Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008434

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008645

distance 0.134

#2 · Punecell 4900007871

distance 0.14

#3 · Punecell 4900002194

distance 0.141

#4 · Punecell 4900006060

distance 0.141

#5 · Punecell 4900002505

distance 0.143

#6 · Punecell 4900007986

distance 0.151

#7 · Punecell 4900006895

distance 0.151

#8 · Solapurcell 4960011908

distance 0.155 · cross-district

#9 · Punecell 4900004185

distance 0.157

#10 · Punecell 4900002349

distance 0.157

#11 · Ahmednagarcell 4660001828

distance 0.159 · cross-district

#12 · Ahmednagarcell 4660002029

distance 0.161 · cross-district

#13 · Punecell 4900003895

distance 0.161

#14 · Punecell 4900008208

distance 0.162

#15 · Ahmednagarcell 4660002032

distance 0.163 · cross-district

#16 · Punecell 4900007752

distance 0.163

#17 · Punecell 4900007636

distance 0.163

#18 · Punecell 4900004721

distance 0.164

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":4900008434}}}'

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.