Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010647

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011060

distance 0.161

#2 · Punecell 4900010475

distance 0.216

#3 · Ahmednagarcell 4660004565

distance 0.219 · cross-district

#4 · Punecell 4900011943

distance 0.219

#5 · Punecell 4900010389

distance 0.223

#6 · Punecell 4900010556

distance 0.228

#7 · Punecell 4900011209

distance 0.242

#8 · Punecell 4900010643

distance 0.242

#9 · Punecell 4900011418

distance 0.254

#10 · Punecell 4900010299

distance 0.269

#11 · Punecell 4900011053

distance 0.269

#12 · Ahmednagarcell 4660003953

distance 0.271 · cross-district

#13 · Punecell 4900010201

distance 0.271

#14 · Punecell 4900008411

distance 0.273

#15 · Punecell 4900010383

distance 0.273

#16 · Ahmednagarcell 4660004304

distance 0.281 · cross-district

#17 · Punecell 4900011946

distance 0.282

#18 · Punecell 4900011214

distance 0.285

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":4900010647}}}'

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.