Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013191

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012592

distance 0.186

#2 · Punecell 4900012729

distance 0.234

#3 · Punecell 4900013292

distance 0.254

#4 · Punecell 4900013291

distance 0.263

#5 · Punecell 4900012369

distance 0.276

#6 · Punecell 4900012525

distance 0.281

#7 · Punecell 4900013192

distance 0.29

#8 · Punecell 4900013290

distance 0.313

#9 · Punecell 4900000370

distance 0.317

#10 · Sataracell 4940007832

distance 0.332 · cross-district

#11 · Punecell 4900012589

distance 0.333

#12 · Punecell 4900012659

distance 0.337

#13 · Punecell 4900012661

distance 0.342

#14 · Punecell 4900000439

distance 0.347

#15 · Punecell 4900012371

distance 0.347

#16 · Punecell 4900012299

distance 0.35

#17 · Sataracell 4940008452

distance 0.351 · cross-district

#18 · Punecell 4900012308

distance 0.352

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":4900013191}}}'

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.