Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002528

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000617

distance 0.126 · cross-district

#2 · Parbhanicell 4890002605

distance 0.135

#3 · Hingolicell 4770001484

distance 0.139 · cross-district

#4 · Hingolicell 4770000404

distance 0.139 · cross-district

#5 · Hingolicell 4770000558

distance 0.141 · cross-district

#6 · Hingolicell 4770000610

distance 0.142 · cross-district

#7 · Hingolicell 4770000132

distance 0.144 · cross-district

#8 · Hingolicell 4770000081

distance 0.15 · cross-district

#9 · Parbhanicell 4890002128

distance 0.155

#10 · Hingolicell 4770000455

distance 0.156 · cross-district

#11 · Parbhanicell 4890003106

distance 0.157

#12 · Parbhanicell 4890001944

distance 0.158

#13 · Hingolicell 4770000200

distance 0.16 · cross-district

#14 · Hingolicell 4770001307

distance 0.162 · cross-district

#15 · Hingolicell 4770001950

distance 0.164 · cross-district

#16 · Parbhanicell 4890001878

distance 0.167

#17 · Parbhanicell 4890002860

distance 0.167

#18 · Hingolicell 4770000620

distance 0.168 · 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":489,"cluster_id":4890002528}}}'

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.