Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002547

The MH-36 locality cells most similar to this Parbhani 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

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002217

distance 0.198

#2 · Parbhanicell 4890001971

distance 0.217

#3 · Parbhanicell 4890001803

distance 0.255

#4 · Parbhanicell 4890002218

distance 0.256

#5 · Parbhanicell 4890001885

distance 0.306

#6 · Nandedcell 4850001971

distance 0.335 · cross-district

#7 · Ahmednagarcell 4660008782

distance 0.338 · cross-district

#8 · Nandedcell 4850003876

distance 0.345 · cross-district

#9 · Parbhanicell 4890002462

distance 0.346

#10 · Parbhanicell 4890001473

distance 0.346

#11 · Parbhanicell 4890002626

distance 0.347

#12 · Washimcell 4990002467

distance 0.349 · cross-district

#13 · Beedcell 4700007226

distance 0.35 · cross-district

#14 · Ahmednagarcell 4660001308

distance 0.35 · cross-district

#15 · Parbhanicell 4890001883

distance 0.352

#16 · Parbhanicell 4890003272

distance 0.356

#17 · Gondiacell 4760000602

distance 0.358 · cross-district

#18 · Parbhanicell 4890002707

distance 0.358

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":489,"cluster_id":4890002547}}}'

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.