Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005768

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012286

distance 0.24

#2 · Punecell 4900003029

distance 0.298

#3 · Punecell 4900005638

distance 0.303

#4 · Sataracell 4940008713

distance 0.303 · cross-district

#5 · Punecell 4900005632

distance 0.315

#6 · Punecell 4900005643

distance 0.316

#7 · Punecell 4900007611

distance 0.317

#8 · Sataracell 4940008640

distance 0.32 · cross-district

#9 · Punecell 4900004263

distance 0.321

#10 · Punecell 4900005769

distance 0.321

#11 · Punecell 4900006872

distance 0.323

#12 · Ahmednagarcell 4660007046

distance 0.327 · cross-district

#13 · Punecell 4900007254

distance 0.342

#14 · Punecell 4900000885

distance 0.346

#15 · Sataracell 4940008813

distance 0.349 · cross-district

#16 · Sataracell 4940008208

distance 0.356 · cross-district

#17 · Punecell 4900006754

distance 0.358

#18 · Ahmednagarcell 4660008040

distance 0.358 · 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":4900005768}}}'

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.