Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007865

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007757

distance 0.172

#2 · Punecell 4900008201

distance 0.182

#3 · Punecell 4900008318

distance 0.187

#4 · Ahmednagarcell 4660003265

distance 0.201 · cross-district

#5 · Punecell 4900008424

distance 0.204

#6 · Punecell 4900008650

distance 0.208

#7 · Punecell 4900008756

distance 0.211

#8 · Beedcell 4700006194

distance 0.212 · cross-district

#9 · Ahmednagarcell 4660008733

distance 0.216 · cross-district

#10 · Nashikcell 4870005579

distance 0.218 · cross-district

#11 · Punecell 4900003051

distance 0.22

#12 · Punecell 4900008868

distance 0.222

#13 · Dharashivcell 4880003935

distance 0.226 · cross-district

#14 · Punecell 4900008534

distance 0.232

#15 · Ahmednagarcell 4660014262

distance 0.235 · cross-district

#16 · Punecell 4900008097

distance 0.235

#17 · Punecell 4900008755

distance 0.235

#18 · Beedcell 4700004672

distance 0.236 · 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":4900007865}}}'

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.