Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005786

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006299

distance 0.166

#2 · Punecell 4900006051

distance 0.19

#3 · Sanglicell 4930007147

distance 0.193 · cross-district

#4 · Nashikcell 4870005873

distance 0.207 · cross-district

#5 · Dharashivcell 4880003855

distance 0.21 · cross-district

#6 · Punecell 4900001329

distance 0.214

#7 · Punecell 4900006176

distance 0.215

#8 · Punecell 4900005007

distance 0.223

#9 · Punecell 4900006770

distance 0.223

#10 · Sanglicell 4930004387

distance 0.224 · cross-district

#11 · Punecell 4900004708

distance 0.224

#12 · Sataracell 4940003832

distance 0.225 · cross-district

#13 · Punecell 4900002494

distance 0.226

#14 · Punecell 4900004975

distance 0.226

#15 · Punecell 4900007641

distance 0.226

#16 · Ahmednagarcell 4660002577

distance 0.227 · cross-district

#17 · Punecell 4900006165

distance 0.229

#18 · Sanglicell 4930004733

distance 0.232 · 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":4900005786}}}'

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.