Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001630

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001398

distance 0.265

#2 · Parbhanicell 4890001401

distance 0.282

#3 · Parbhanicell 4890001631

distance 0.308

#4 · Parbhanicell 4890001397

distance 0.316

#5 · Parbhanicell 4890002466

distance 0.386

#6 · Parbhanicell 4890002138

distance 0.394

#7 · Laturcell 4810005534

distance 0.402 · cross-district

#8 · Parbhanicell 4890002139

distance 0.402

#9 · Parbhanicell 4890003119

distance 0.408

#10 · Bhandaracell 4710000820

distance 0.431 · cross-district

#11 · Parbhanicell 4890002386

distance 0.432

#12 · Parbhanicell 4890001718

distance 0.437

#13 · Parbhanicell 4890001883

distance 0.444

#14 · Parbhanicell 4890002464

distance 0.445

#15 · Laturcell 4810004187

distance 0.448 · cross-district

#16 · Hingolicell 4770003990

distance 0.449 · cross-district

#17 · Parbhanicell 4890002135

distance 0.449

#18 · Parbhanicell 4890002048

distance 0.45

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":4890001630}}}'

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.