Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004510

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002863

distance 0.187

#2 · Punecell 4900003550

distance 0.266

#3 · Punecell 4900003681

distance 0.278

#4 · Punecell 4900003016

distance 0.287

#5 · Punecell 4900003819

distance 0.3

#6 · Punecell 4900003010

distance 0.306

#7 · Punecell 4900004522

distance 0.31

#8 · Punecell 4900002721

distance 0.324

#9 · Punecell 4900002856

distance 0.328

#10 · Punecell 4900003005

distance 0.33

#11 · Ahmednagarcell 4660008985

distance 0.363 · cross-district

#12 · Punecell 4900003684

distance 0.364

#13 · Sataracell 4940008843

distance 0.366 · cross-district

#14 · Punecell 4900005345

distance 0.367

#15 · Sataracell 4940008979

distance 0.369 · cross-district

#16 · Punecell 4900002713

distance 0.373

#17 · Punecell 4900002862

distance 0.375

#18 · Punecell 4900005067

distance 0.375

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":4900004510}}}'

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.