Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012537

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013028

distance 0.171

#2 · Punecell 4900012324

distance 0.197

#3 · Ahmednagarcell 4660007880

distance 0.202 · cross-district

#4 · Punecell 4900013179

distance 0.205

#5 · Ahmednagarcell 4660008330

distance 0.213 · cross-district

#6 · Punecell 4900013240

distance 0.218

#7 · Punecell 4900013065

distance 0.22

#8 · Ahmednagarcell 4660007875

distance 0.22 · cross-district

#9 · Punecell 4900013003

distance 0.228

#10 · Punecell 4900012329

distance 0.232

#11 · Punecell 4900012544

distance 0.234

#12 · Ahmednagarcell 4660008180

distance 0.235 · cross-district

#13 · Punecell 4900012618

distance 0.235

#14 · Ahmednagarcell 4660007133

distance 0.237 · cross-district

#15 · Punecell 4900013144

distance 0.24

#16 · Nashikcell 4870000792

distance 0.243 · cross-district

#17 · Ahmednagarcell 4660007428

distance 0.243 · cross-district

#18 · Ahmednagarcell 4660009502

distance 0.246 · 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":4900012537}}}'

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.