Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008075

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001945

distance 0.256

#2 · Punecell 4900010115

distance 0.297

#3 · Punecell 4900007950

distance 0.315

#4 · Punecell 4900010209

distance 0.33

#5 · Sataracell 4940008950

distance 0.334 · cross-district

#6 · Punecell 4900007827

distance 0.343

#7 · Punecell 4900006872

distance 0.343

#8 · Punecell 4900010117

distance 0.345

#9 · Punecell 4900011813

distance 0.346

#10 · Punecell 4900008298

distance 0.349

#11 · Punecell 4900001792

distance 0.352

#12 · Punecell 4900006614

distance 0.367

#13 · Punecell 4900006744

distance 0.376

#14 · Punecell 4900004387

distance 0.388

#15 · Punecell 4900008296

distance 0.39

#16 · Punecell 4900009067

distance 0.393

#17 · Ahmednagarcell 4660004384

distance 0.397 · cross-district

#18 · Punecell 4900007254

distance 0.398

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":4900008075}}}'

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.