Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000862

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.431

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005791

distance 0.431 · cross-district

#2 · Punecell 4900002105

distance 0.437

#3 · Punecell 4900006397

distance 0.46

#4 · Punecell 4900013082

distance 0.474

#5 · Punecell 4900001793

distance 0.474

#6 · Punecell 4900001099

distance 0.485

#7 · Punecell 4900013085

distance 0.487

#8 · Punecell 4900002111

distance 0.488

#9 · Nashikcell 4870001987

distance 0.499 · cross-district

#10 · Akolacell 4670004675

distance 0.513 · cross-district

#11 · Nashikcell 4870000336

distance 0.52 · cross-district

#12 · Sataracell 4940008047

distance 0.52 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690006159

distance 0.528 · cross-district

#14 · Jalgaoncell 4780006548

distance 0.536 · cross-district

#15 · Punecell 4900001806

distance 0.54

#16 · Hingolicell 4770002278

distance 0.541 · cross-district

#17 · Punecell 4900001918

distance 0.542

#18 · Parbhanicell 4890001420

distance 0.545 · 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":4900000862}}}'

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.