Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001842

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

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000903

distance 0.21

#2 · Punecell 4900003483

distance 0.211

#3 · Punecell 4900002646

distance 0.222

#4 · Nashikcell 4870003389

distance 0.233 · cross-district

#5 · Sataracell 4940008000

distance 0.236 · cross-district

#6 · Sataracell 4940008579

distance 0.249 · cross-district

#7 · Punecell 4900001171

distance 0.25

#8 · Kolhapurcell 4800004107

distance 0.251 · cross-district

#9 · Punecell 4900002777

distance 0.252

#10 · Punecell 4900002324

distance 0.253

#11 · Punecell 4900001008

distance 0.256

#12 · Punecell 4900000553

distance 0.257

#13 · Sataracell 4940007687

distance 0.258 · cross-district

#14 · Punecell 4900004180

distance 0.259

#15 · Punecell 4900000668

distance 0.259

#16 · Punecell 4900001006

distance 0.26

#17 · Solapurcell 4960009377

distance 0.261 · cross-district

#18 · Sataracell 4940008745

distance 0.264 · 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":4900001842}}}'

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.