Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013261

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

0.365

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013124

distance 0.365

#2 · Punecell 4900013058

distance 0.375

#3 · Punecell 4900012875

distance 0.414

#4 · Sataracell 4940008348

distance 0.463 · cross-district

#5 · Punecell 4900012587

distance 0.478

#6 · Punecell 4900000873

distance 0.482

#7 · Punecell 4900004361

distance 0.489

#8 · Ahmednagarcell 4660011293

distance 0.496 · cross-district

#9 · Sataracell 4940004091

distance 0.507 · cross-district

#10 · Sataracell 4940007433

distance 0.509 · cross-district

#11 · Sataracell 4940001550

distance 0.515 · cross-district

#12 · Punecell 4900013054

distance 0.515

#13 · Punecell 4900000643

distance 0.515

#14 · Sataracell 4940008349

distance 0.525 · cross-district

#15 · Punecell 4900013130

distance 0.526

#16 · Ahmednagarcell 4660012265

distance 0.526 · cross-district

#17 · Sataracell 4940008152

distance 0.53 · cross-district

#18 · Punecell 4900000631

distance 0.53

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":4900013261}}}'

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.