Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005512

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003800

distance 0.229 · cross-district

#2 · Nashikcell 4870004003

distance 0.244 · cross-district

#3 · Punecell 4900005661

distance 0.246

#4 · Dharashivcell 4880006014

distance 0.255 · cross-district

#5 · Beedcell 4700004151

distance 0.265 · cross-district

#6 · Ahmednagarcell 4660012464

distance 0.27 · cross-district

#7 · Nashikcell 4870007061

distance 0.27 · cross-district

#8 · Akolacell 4670000491

distance 0.273 · cross-district

#9 · Akolacell 4670000494

distance 0.275 · cross-district

#10 · Akolacell 4670001180

distance 0.277 · cross-district

#11 · Jalgaoncell 4780003173

distance 0.278 · cross-district

#12 · Ahmednagarcell 4660007189

distance 0.279 · cross-district

#13 · Beedcell 4700000585

distance 0.28 · cross-district

#14 · Punecell 4900005248

distance 0.281

#15 · Nashikcell 4870006462

distance 0.281 · cross-district

#16 · Beedcell 4700002055

distance 0.282 · cross-district

#17 · Sanglicell 4930007060

distance 0.282 · cross-district

#18 · Jalnacell 4790000375

distance 0.284 · 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":4900005512}}}'

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.