Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002540

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002391

distance 0.12

#2 · Punecell 4900002539

distance 0.129

#3 · Punecell 4900001786

distance 0.134

#4 · Punecell 4900001787

distance 0.142

#5 · Punecell 4900002242

distance 0.208

#6 · Punecell 4900001935

distance 0.224

#7 · Punecell 4900001788

distance 0.229

#8 · Punecell 4900002241

distance 0.299

#9 · Punecell 4900002089

distance 0.338

#10 · Sataracell 4940004438

distance 0.373 · cross-district

#11 · Punecell 4900002088

distance 0.383

#12 · Sataracell 4940003837

distance 0.384 · cross-district

#13 · Sataracell 4940004079

distance 0.402 · cross-district

#14 · Punecell 4900001933

distance 0.411

#15 · Punecell 4900007044

distance 0.413

#16 · Punecell 4900006555

distance 0.415

#17 · Punecell 4900007167

distance 0.416

#18 · Punecell 4900012534

distance 0.421

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":4900002540}}}'

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.