Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000487

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960007905

distance 0.195 · cross-district

#2 · Punecell 4900000815

distance 0.198

#3 · Nashikcell 4870002629

distance 0.202 · cross-district

#4 · Punecell 4900000566

distance 0.226

#5 · Nashikcell 4870006147

distance 0.233 · cross-district

#6 · Punecell 4900000488

distance 0.235

#7 · Punecell 4900000901

distance 0.236

#8 · Ahmednagarcell 4660012907

distance 0.239 · cross-district

#9 · Punecell 4900000811

distance 0.245

#10 · Nashikcell 4870001921

distance 0.248 · cross-district

#11 · Nashikcell 4870004252

distance 0.252 · cross-district

#12 · Punecell 4900000814

distance 0.256

#13 · Punecell 4900004584

distance 0.256

#14 · Punecell 4900002643

distance 0.263

#15 · Solapurcell 4960009166

distance 0.264 · cross-district

#16 · Sataracell 4940004716

distance 0.269 · cross-district

#17 · Sataracell 4940006681

distance 0.273 · cross-district

#18 · Nashikcell 4870007461

distance 0.275 · 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":4900000487}}}'

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.