Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003545

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.354

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003286

distance 0.354

#2 · Sataracell 4940007532

distance 0.373 · cross-district

#3 · Sataracell 4940008363

distance 0.374 · cross-district

#4 · Sataracell 4940008458

distance 0.379 · cross-district

#5 · Sataracell 4940008347

distance 0.399 · cross-district

#6 · Sataracell 4940008252

distance 0.41 · cross-district

#7 · Punecell 4900005079

distance 0.411

#8 · Punecell 4900003546

distance 0.421

#9 · Sataracell 4940007632

distance 0.423 · cross-district

#10 · Sataracell 4940008350

distance 0.424 · cross-district

#11 · Sataracell 4940007738

distance 0.434 · cross-district

#12 · Punecell 4900003279

distance 0.437

#13 · Punecell 4900003154

distance 0.439

#14 · Punecell 4900000319

distance 0.442

#15 · Punecell 4900000759

distance 0.442

#16 · Punecell 4900012797

distance 0.446

#17 · Punecell 4900002711

distance 0.446

#18 · Punecell 4900003011

distance 0.449

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":4900003545}}}'

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.