Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003432

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008173

distance 0.331 · cross-district

#2 · Kolhapurcell 4800003869

distance 0.383 · cross-district

#3 · Sataracell 4940005466

distance 0.384 · cross-district

#4 · Ahmednagarcell 4660005814

distance 0.389 · cross-district

#5 · Punecell 4900004718

distance 0.425

#6 · Ahmednagarcell 4660005139

distance 0.433 · cross-district

#7 · Punecell 4900005775

distance 0.439

#8 · Punecell 4900013070

distance 0.448

#9 · Punecell 4900008732

distance 0.449

#10 · Sataracell 4940005089

distance 0.45 · cross-district

#11 · Sataracell 4940005343

distance 0.45 · cross-district

#12 · Jalgaoncell 4780005612

distance 0.457 · cross-district

#13 · Kolhapurcell 4800005043

distance 0.458 · cross-district

#14 · Punecell 4900006258

distance 0.458

#15 · Punecell 4900006285

distance 0.459

#16 · Chhatrapati Sambhajinagarcell 4690003492

distance 0.459 · cross-district

#17 · Sataracell 4940008216

distance 0.46 · cross-district

#18 · Punecell 4900012631

distance 0.462

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":4900003432}}}'

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.