Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003423

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001661

distance 0.2

#2 · Punecell 4900003022

distance 0.205

#3 · Punecell 4900002873

distance 0.225

#4 · Punecell 4900002570

distance 0.235

#5 · Punecell 4900002414

distance 0.24

#6 · Sataracell 4940008944

distance 0.256 · cross-district

#7 · Punecell 4900003542

distance 0.27

#8 · Punecell 4900003290

distance 0.273

#9 · Ahmednagarcell 4660004992

distance 0.276 · cross-district

#10 · Punecell 4900003161

distance 0.28

#11 · Punecell 4900003015

distance 0.282

#12 · Punecell 4900002268

distance 0.283

#13 · Punecell 4900003295

distance 0.284

#14 · Punecell 4900001255

distance 0.286

#15 · Punecell 4900002563

distance 0.287

#16 · Punecell 4900001961

distance 0.292

#17 · Ahmednagarcell 4660005192

distance 0.293 · cross-district

#18 · Punecell 4900003548

distance 0.294

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":4900003423}}}'

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.