Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013059

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013127

distance 0.313

#2 · Punecell 4900013095

distance 0.348

#3 · Sataracell 4940008253

distance 0.354 · cross-district

#4 · Punecell 4900013054

distance 0.373

#5 · Punecell 4900012459

distance 0.401

#6 · Sataracell 4940007944

distance 0.424 · cross-district

#7 · Punecell 4900012667

distance 0.449

#8 · Sataracell 4940006035

distance 0.456 · cross-district

#9 · Punecell 4900012376

distance 0.458

#10 · Punecell 4900013219

distance 0.461

#11 · Nandurbarcell 4860004792

distance 0.461 · cross-district

#12 · Nandurbarcell 4860004790

distance 0.465 · cross-district

#13 · Punecell 4900012811

distance 0.471

#14 · Nashikcell 4870008911

distance 0.471 · cross-district

#15 · Punecell 4900013024

distance 0.475

#16 · Punecell 4900013129

distance 0.478

#17 · Nandurbarcell 4860004791

distance 0.487 · cross-district

#18 · Nandurbarcell 4860004743

distance 0.494 · 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":4900013059}}}'

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.