Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000979

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000446

distance 0.108

#2 · Punecell 4900000630

distance 0.239

#3 · Punecell 4900000365

distance 0.242

#4 · Punecell 4900000305

distance 0.255

#5 · Punecell 4900000371

distance 0.271

#6 · Punecell 4900000443

distance 0.284

#7 · Sataracell 4940007834

distance 0.285 · cross-district

#8 · Sataracell 4940008243

distance 0.286 · cross-district

#9 · Sataracell 4940006870

distance 0.286 · cross-district

#10 · Sataracell 4940008541

distance 0.289 · cross-district

#11 · Punecell 4900000629

distance 0.295

#12 · Punecell 4900000373

distance 0.303

#13 · Punecell 4900000634

distance 0.306

#14 · Punecell 4900000440

distance 0.311

#15 · Sataracell 4940008040

distance 0.317 · cross-district

#16 · Sataracell 4940007303

distance 0.317 · cross-district

#17 · Punecell 4900000534

distance 0.322

#18 · Sataracell 4940007434

distance 0.324 · 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":4900000979}}}'

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.