Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003434

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003317

distance 0.241

#2 · Punecell 4900005774

distance 0.246

#3 · Punecell 4900000811

distance 0.249

#4 · Punecell 4900006026

distance 0.257

#5 · Punecell 4900006283

distance 0.26

#6 · Punecell 4900007357

distance 0.274

#7 · Punecell 4900006148

distance 0.274

#8 · Nashikcell 4870001686

distance 0.275 · cross-district

#9 · Solapurcell 4960007788

distance 0.277 · cross-district

#10 · Sataracell 4940008707

distance 0.286 · cross-district

#11 · Sanglicell 4930007123

distance 0.292 · cross-district

#12 · Sataracell 4940008212

distance 0.308 · cross-district

#13 · Punecell 4900001280

distance 0.311

#14 · Punecell 4900001861

distance 0.316

#15 · Punecell 4900006143

distance 0.316

#16 · Ahmednagarcell 4660008346

distance 0.316 · cross-district

#17 · Sataracell 4940007227

distance 0.317 · cross-district

#18 · Punecell 4900001149

distance 0.32

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":4900003434}}}'

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.