Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960004447

The MH-36 locality cells most similar to this Solapur 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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002848

distance 0.297 · cross-district

#2 · Parbhanicell 4890002931

distance 0.311 · cross-district

#3 · Amravaticell 4680002685

distance 0.332 · cross-district

#4 · Dhulecell 4740001185

distance 0.334 · cross-district

#5 · Amravaticell 4680002583

distance 0.336 · cross-district

#6 · Solapurcell 4960004602

distance 0.352

#7 · Beedcell 4700005406

distance 0.375 · cross-district

#8 · Jalgaoncell 4780005335

distance 0.382 · cross-district

#9 · Nashikcell 4870010845

distance 0.388 · cross-district

#10 · Akolacell 4670002075

distance 0.393 · cross-district

#11 · Nagpurcell 4840003293

distance 0.394 · cross-district

#12 · Parbhanicell 4890002846

distance 0.399 · cross-district

#13 · Solapurcell 4960004755

distance 0.4

#14 · Solapurcell 4960004910

distance 0.403

#15 · Amravaticell 4680002278

distance 0.404 · cross-district

#16 · Jalgaoncell 4780005745

distance 0.405 · cross-district

#17 · Amravaticell 4680002785

distance 0.414 · cross-district

#18 · Laturcell 4810003163

distance 0.417 · 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":496,"cluster_id":4960004447}}}'

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.