Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000369

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

0.409

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000448

distance 0.409

#2 · Punecell 4900012452

distance 0.409

#3 · Ahmednagarcell 4660012560

distance 0.425 · cross-district

#4 · Sataracell 4940008352

distance 0.434 · cross-district

#5 · Punecell 4900012744

distance 0.437

#6 · Punecell 4900000365

distance 0.447

#7 · Punecell 4900012310

distance 0.449

#8 · Punecell 4900012932

distance 0.451

#9 · Punecell 4900013088

distance 0.464

#10 · Punecell 4900000370

distance 0.47

#11 · Punecell 4900000533

distance 0.472

#12 · Sataracell 4940007941

distance 0.478 · cross-district

#13 · Sataracell 4940005327

distance 0.478 · cross-district

#14 · Punecell 4900000374

distance 0.486

#15 · Sataracell 4940007763

distance 0.487 · cross-district

#16 · Punecell 4900000442

distance 0.496

#17 · Sataracell 4940007535

distance 0.497 · cross-district

#18 · Sataracell 4940007839

distance 0.501 · 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":4900000369}}}'

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.